Stop the war!Остановите войну!
for scientists:
default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDSearch dblp for Publications
export results for "toc:db/conf/icmla/icmla2023.bht:"
download as .bib file
@inproceedings{DBLP:conf/icmla/AbanillaCD23,
author = {Stephanie Abanilla and
Moitrayee Chatterjee and
Shuvalaxmi Dass},
title = {Towards Privacy Preserving Financial Fraud Detection},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1723--1726},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00261},
doi = {10.1109/ICMLA58977.2023.00261},
timestamp = {Tue, 02 Apr 2024 21:06:13 +0200},
biburl = {https://dblp.org/rec/conf/icmla/AbanillaCD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/AbbasLLQ23,
author = {Muhammad Naveed Abbas and
Paul Liston and
Brian Lee and
Yuansong Qiao},
title = {Benchmarking Communicative Reinforcement Learning Frameworks on Multi-Robot
Cooperative Tasks},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {988--993},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00146},
doi = {10.1109/ICMLA58977.2023.00146},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/AbbasLLQ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/AburidiM23,
author = {Mohammed Aburidi and
Roummel F. Marcia},
title = {Optimal Transport and Contrastive-Based Clustering for Annotation-Free
Tissue Analysis in Histopathology Images},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {301--307},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00049},
doi = {10.1109/ICMLA58977.2023.00049},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/AburidiM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/AccursoMTT23,
author = {Joseph Accurso and
Raul Mendy and
Aira Torres and
Yufei Tang},
title = {A ChatGPT-like Solution for Power Transformer Condition Monitoring},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1716--1722},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00260},
doi = {10.1109/ICMLA58977.2023.00260},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/AccursoMTT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/AdamsCRB23,
author = {Stephen C. Adams and
Tyler Cody and
Ramin Salman Roughani and
Peter A. Beling},
title = {Transfer Distance and Operating Envelopes to Detect Non-Stationarity
in Cyber Environments},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {900--907},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00133},
doi = {10.1109/ICMLA58977.2023.00133},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/AdamsCRB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/AdamsHM23,
author = {Daniel S. Adams and
Taylor Hauser and
Jessica Moehl},
title = {Decoding Ethiopian Abodes: Towards Classifying Buildings by Occupancy
Type Using Footprint Morphology},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {210--217},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00037},
doi = {10.1109/ICMLA58977.2023.00037},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/AdamsHM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/AdigunK23,
author = {Olaoluwa Adigun and
Bart Kosko},
title = {Bidirectional Backpropagation Autoencoding Networks for Image Compression
and Denoising},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {730--737},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00107},
doi = {10.1109/ICMLA58977.2023.00107},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/AdigunK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/AhmadA23,
author = {Sabtain Ahmad and
Atakan Aral},
title = {Hierarchical Federated Transfer Learning: {A} Multi-Cluster Approach
on the Computing Continuum},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1163--1168},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00174},
doi = {10.1109/ICMLA58977.2023.00174},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/AhmadA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/AhmedHS23,
author = {Syed Hammad Ahmed and
Shengnan Hu and
Gita Sukthankar},
title = {The Potential of Vision-Language Models for Content Moderation of
Children's Videos},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1237--1241},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00186},
doi = {10.1109/ICMLA58977.2023.00186},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/AhmedHS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/AjaoOlarinoyePMHW23,
author = {Michael Ajao{-}Olarinoye and
Vasile Palade and
Seyed Mousavi and
Fei He and
Petra A. Wark},
title = {Deep Learning Based Forecasting of {COVID-19} Hospitalisation in England:
{A} Comparative Analysis},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1344--1349},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00203},
doi = {10.1109/ICMLA58977.2023.00203},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/AjaoOlarinoyePMHW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/AkarLOBKM23,
author = {Chafic Abou Akar and
Andr{\'{e}} Luckow and
Ahmad Obeid and
Christian Beddawi and
Marc Kamradt and
Abdallah Makhoul},
title = {Enhancing Complex Image Synthesis with Conditional Generative Models
and Rule Extraction},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {136--143},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00027},
doi = {10.1109/ICMLA58977.2023.00027},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/AkarLOBKM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/AkyashZN23,
author = {Mohammad Akyash and
Ali Zafari and
Nasser M. Nasrabadi},
title = {Trading-Off Mutual Information on Feature Aggregation for Face Recognition},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {2044--2051},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00309},
doi = {10.1109/ICMLA58977.2023.00309},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/AkyashZN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/AldeenLLZHYC23,
author = {Mohammed Aldeen and
Joshua Luo and
Ashley Lian and
Venus Zheng and
Allen Hong and
Preethika Yetukuri and
Long Cheng},
title = {ChatGPT vs. Human Annotators: {A} Comprehensive Analysis of ChatGPT
for Text Annotation},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {602--609},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00089},
doi = {10.1109/ICMLA58977.2023.00089},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/AldeenLLZHYC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/AliFHGSSW23,
author = {Sahara Ali and
Omar Faruque and
Yiyi Huang and
Md. Osman Gani and
Aneesh Subramanian and
Nicole{-}Jeanne Schlegel and
Jianwu Wang},
title = {Quantifying Causes of Arctic Amplification via Deep Learning Based
Time-Series Causal Inference},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {689--696},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00101},
doi = {10.1109/ICMLA58977.2023.00101},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/AliFHGSSW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/AlizadehM23,
author = {Sina Alizadeh and
Malek Mouhoub},
title = {A New Self-Adaptive Hybrid Approach Based on History-Driven Methods
for Improving Metaheuristics},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {770--775},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00112},
doi = {10.1109/ICMLA58977.2023.00112},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/AlizadehM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/AlmohaimeedLAAW23,
author = {Saleh Almohaimeed and
Shenyang Liu and
May Alsofyani and
Saad Almohaimeed and
Liqiang Wang},
title = {{SIGMA:} {A} Dataset for Text-to-Code Semantic Parsing with Statistical
Analysis},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {851--857},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00125},
doi = {10.1109/ICMLA58977.2023.00125},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/AlmohaimeedLAAW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/AlomarC23,
author = {Khaled Alomar and
Xiaohao Cai},
title = {TransNet: {A} Transfer Learning-Based Network for Human Action Recognition},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1825--1832},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00277},
doi = {10.1109/ICMLA58977.2023.00277},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/AlomarC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/AlshammariE23,
author = {Hamed Alshammari and
Ahmed EI{-}Sayed},
title = {{AIRABIC:} Arabic Dataset for Performance Evaluation of {AI} Detectors},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {864--870},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00127},
doi = {10.1109/ICMLA58977.2023.00127},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/AlshammariE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/AlshammariSHB23,
author = {Khaznah Alshammari and
Kartik Saini and
Shah Muhammad Hamdi and
Soukaina Filali Boubrahimi},
title = {End-to-End Attention/Transformer Model for Solar Flare Prediction
from Multivariate Time Series Data},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {558--565},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00083},
doi = {10.1109/ICMLA58977.2023.00083},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/AlshammariSHB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/AlvesPVKGFB23,
author = {Jeovane Hon{\'{o}}rio Alves and
Hor{\'{a}}cio A. C. G. Pedroso and
Rafael Honorio Venetikides and
Joel E. M. K{\"{o}}ster and
Luiz Rodrigo Grochocki and
Cinthia O. A. Freitas and
Jean Paul Barddal},
title = {Detecting Relevant Information in High- Volume Chat Logs: Keyphrase
Extraction for Grooming and Drug Dealing Forensic Analysis},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1979--1985},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00299},
doi = {10.1109/ICMLA58977.2023.00299},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/AlvesPVKGFB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/AmorimMSP23,
author = {Paulo H. J. Amorim and
Thiago F. Moraes and
Jorge Vicente Lopes da Silva and
H{\'{e}}lio Pedrini},
title = {Mandible Segmentation from {CT} and {CBCT} Images Based on a Patch-Based
Convolutional Neural Network},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {38--44},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00014},
doi = {10.1109/ICMLA58977.2023.00014},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/AmorimMSP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/AmorimMSP23a,
author = {Paulo H. J. Amorim and
Thiago F. Moraes and
Jorge Vicente Lopes da Silva and
H{\'{e}}lio Pedrini},
title = {Epileptic Electroencephalogram Signal Classification Based on Shearlet
and Contourlet Transforms},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {788--793},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00115},
doi = {10.1109/ICMLA58977.2023.00115},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/AmorimMSP23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/AmorimRSA23,
author = {Vitor dos Santos Amorim and
Wyctor Fogos da Rocha and
Fl{\'{a}}vio Tongo da Silva and
Aalah Adam},
title = {Detection of Anomalies in Civil Structures Using Machine Learning
Models: Benchmark Study},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1913--1919},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00290},
doi = {10.1109/ICMLA58977.2023.00290},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/AmorimRSA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/AslSL23,
author = {MirHamed Jafarzadeh Asl and
Mohammadhadi Shateri and
Fabrice Labeau},
title = {{\textdollar}{\textbackslash}alpha{\textdollar} - Mutual Information:
{A} Tunable Privacy Measure for Privacy Protection in Data Sharing},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1206--1211},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00181},
doi = {10.1109/ICMLA58977.2023.00181},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/AslSL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/AtaiefardH23,
author = {Foozhan Ataiefard and
Hadi Hemmati},
title = {Gray-box Adversarial Attack of Deep Reinforcement Learning-based Trading
Agents\({}^{\mbox{*}}\)},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {675--682},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00099},
doi = {10.1109/ICMLA58977.2023.00099},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/AtaiefardH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/AtayP23,
author = {Mustafa Atay and
Megh Poudyel},
title = {Evaluating Impact of Wearing Masks in Face Recognition Using Deep
Learning Algorithms},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1438--1443},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00217},
doi = {10.1109/ICMLA58977.2023.00217},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/AtayP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/AtuahPMWM23,
author = {Rose Atuah and
Martin Pineda and
Daniel McKirgan and
Qianlong Wang and
Michael McGuire},
title = {Tropical Cyclone Intensity Forecasting Using Deep Learning},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1242--1247},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00187},
doi = {10.1109/ICMLA58977.2023.00187},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/AtuahPMWM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/AyadBVLS23,
author = {Ahmad Ayad and
Mahdi Barhoush and
Benedikt V{\"{o}}lker and
Steffen Leonhardt and
Anke Schmeink},
title = {Energy Efficient {ECG} Classifier Using Smart Lead Switching and Apache
{TVM}},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {188--193},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00034},
doi = {10.1109/ICMLA58977.2023.00034},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/AyadBVLS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/AzibRGGA23,
author = {Menouar Azib and
Benjamin Renard and
Philippe Garnier and
Vincent G{\'{e}}not and
Nicolas Andr{\'{e}}},
title = {A Comprehensive Python Library for Deep Learning-Based Event Detection
in Multivariate Time Series Data},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1399--1404},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00211},
doi = {10.1109/ICMLA58977.2023.00211},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/AzibRGGA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/BaabdullahRLAA23,
author = {Tahani Baabdullah and
Danda B. Rawat and
Chunmei Liu and
Amani Alzahrani and
Aeman Almotairi},
title = {Analysis of Cardholder Spending Behavior and Transaction Authentication
to Enhance Credit Card Fraud Detection},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1144--1149},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00171},
doi = {10.1109/ICMLA58977.2023.00171},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/BaabdullahRLAA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/BachiriBMRY23,
author = {Khalil Bachiri and
Faouzi Boufar{\`{e}}s and
Maria Malek and
Nicoleta Rogovschi and
Ali Yahyaouy},
title = {Multi -View Clustering Using Sparse Non-Negative Matrix Factorization
for Recommendation Systems},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1287--1294},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00194},
doi = {10.1109/ICMLA58977.2023.00194},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/BachiriBMRY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/BahriLHBH23,
author = {Omar Bahri and
Peiyu Li and
Pouya Hosseinzadeh and
Souka{\"{\i}}na Filali Boubrahimi and
Shah Muhammad Hamdi},
title = {Shapelet-Preserving Bootstrapping For Time Series Data Augmentation},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {453--458},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00069},
doi = {10.1109/ICMLA58977.2023.00069},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/BahriLHBH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/BakAP23,
author = {Eun{-}Sang Bak and
Youngeun An and
Sung Bum Pan},
title = {A Novel Multi-Label Evaluation Measure with Comparative Analysis},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {536--542},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00080},
doi = {10.1109/ICMLA58977.2023.00080},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/BakAP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/BalabanSB23,
author = {Valeriu Balaban and
Jayson Sia and
Paul Bogdan},
title = {Robust Learning Under Label Noise by Optimizing the Tails of the Loss
Distribution},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {520--527},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00078},
doi = {10.1109/ICMLA58977.2023.00078},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/BalabanSB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/BalajiB23,
author = {Adarsha Balaji and
Prasanna Balaprakash},
title = {Application - Hardware Co-Optimization of Crossbar-Based Neuromorphic
Systems},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1253--1260},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00189},
doi = {10.1109/ICMLA58977.2023.00189},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/BalajiB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/BalasuntharamDE23,
author = {Tamilselvan Balasuntharam and
Heidar Davoudi and
Mehran Ebrahimi},
title = {Preferential Proximal Policy Optimization},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {293--300},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00048},
doi = {10.1109/ICMLA58977.2023.00048},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/BalasuntharamDE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/BannourKZ23,
author = {Hichem Bannour and
Kesav Kancherla and
Zhen Zhu},
title = {Optimizing Audio Advertising Campaign Delivery with a Limited Budget},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {782--787},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00114},
doi = {10.1109/ICMLA58977.2023.00114},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/BannourKZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/BarakatH23,
author = {Basel Barakat and
Qiang Huang},
title = {Enhancing Transfer Learning Reliability via Block-Wise Fine-Tuning},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {414--421},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00064},
doi = {10.1109/ICMLA58977.2023.00064},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/BarakatH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/BaratiDMM23,
author = {Ronak Barati and
Linda Duffett{-}Leger and
Mahtab Moshirpour and
Mohammad Moshirpour},
title = {Impact of Stress on Sleep Levels: {A} Comparative Machine Learning
Study Based on Wearable Data},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1194--1199},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00179},
doi = {10.1109/ICMLA58977.2023.00179},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/BaratiDMM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/BargerBBHPW23,
author = {Maria Barger and
Patrick Bidigare and
D. Richard Brown and
Ilana Heintz and
Randy C. Paffenroth and
Evan C. Witz},
title = {Overwater Emitter Localization with a Single Receiver using Neural
Network Modeling},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1589--1594},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00240},
doi = {10.1109/ICMLA58977.2023.00240},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/BargerBBHPW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/BargerPP23,
author = {Maria Barger and
Randy C. Paffenroth and
Harsh Nilesh Pathak},
title = {Conditioned Cycles in Sparse Data Domains: Applications to Electromagnetics},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1324--1331},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00200},
doi = {10.1109/ICMLA58977.2023.00200},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/BargerPP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/BehbahanianLBDC23,
author = {Amir Behbahanian and
Ron Lundstrom and
Adrian Belanger and
Paul Dalfonso and
Robert Coleman},
title = {PIPENet: {A} Semantic Segmentation Approach to Pipeline Component
Detection from Magnetic Flux Leakage Readings},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1582--1588},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00239},
doi = {10.1109/ICMLA58977.2023.00239},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/BehbahanianLBDC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/BhatW23,
author = {Irfan Raiab Bhat and
M. Arif Wani},
title = {Modified Grouped Convolution-Based EfficientNet Deep Learning Architecture
for Apple Disease Detection},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1465--1472},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00221},
doi = {10.1109/ICMLA58977.2023.00221},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/BhatW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/BhattacharjeeTP23,
author = {Shamik Bhattacharjee and
Utkarsh Thukral and
Nilesh Patil},
title = {Early Churn Prediction from Large Scale User-Product Interaction Time
Series},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {2079--2086},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00314},
doi = {10.1109/ICMLA58977.2023.00314},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/BhattacharjeeTP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/BhattaraiKBNRA23,
author = {Manish Bhattarai and
Mehmet Cagri Kaymak and
Ryan Barron and
Ben Nebgen and
Kim {\O}. Rasmussen and
Boian S. Alexandrov},
title = {Robust Adversarial Defense by Tensor Factorization},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {308--315},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00050},
doi = {10.1109/ICMLA58977.2023.00050},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/BhattaraiKBNRA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/BhuiyanMSHAAR23,
author = {Sadiq Uddin Bhuiyan and
Mohammad Rakibul Hasan Mahin and
Mir Jadir Siddique and
Nahin Hossain and
Shammo Faiyaz Ahmed and
Mobashra Abeer and
Annajiat Alim Rasel},
title = {Breast Cancer Segmentation on Ultrasound Images using U-Net and Grad-CAM},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {2107--2112},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00318},
doi = {10.1109/ICMLA58977.2023.00318},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/BhuiyanMSHAAR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/BhurtelSRSFR23,
author = {Manish Bhurtel and
Yuba Raj Siwakoti and
Danda B. Rawat and
Brian M. Sadler and
John M. Fossaceca and
Daniel O. Rice},
title = {Toward Scene Understanding with Depth and Object-Aware Clustering
in Contested Environment},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1418--1425},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00214},
doi = {10.1109/ICMLA58977.2023.00214},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/BhurtelSRSFR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/BishtKY23,
author = {Bhavesh Singh Bisht and
Iluju Kiringa and
Tet Yeap},
title = {Corn Yield Prediction using Spatial-Temporal Data and Deep Learning},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1792--1798},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00272},
doi = {10.1109/ICMLA58977.2023.00272},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/BishtKY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/BittnerHSSSJ23,
author = {Matthias Bittner and
Daniel Hauer and
Christian Stippel and
Katharina Scheucher and
Robin Sudhoff and
Axel Jantsch},
title = {Forecasting Critical Overloads based on Heterogeneous Smart Grid Simulation},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {339--346},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00054},
doi = {10.1109/ICMLA58977.2023.00054},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/BittnerHSSSJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/BlecherF23,
author = {Gal Blecher and
Shai Fine},
title = {MoEAtt: {A} Deep Mixture of Experts Model using Attention-based Routing
Gate},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1018--1024},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00151},
doi = {10.1109/ICMLA58977.2023.00151},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/BlecherF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/Boicu23,
author = {Alexandra Boicu},
title = {Modeling Student Improvement in Tests with Multiple Attempts},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1697--1701},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00257},
doi = {10.1109/ICMLA58977.2023.00257},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/Boicu23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/BoidotALL23,
author = {Corentin Boidot and
Olivier Augereau and
Pierre De Loor and
Riwal Lefort},
title = {Benefits of Using Multiple Post-Hoc Explanations for Machine Learning},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {794--799},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00116},
doi = {10.1109/ICMLA58977.2023.00116},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/BoidotALL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/BorowiecLCCRTHL23,
author = {Katarzyna Borowiec and
Dan Lu and
Vikas Chandan and
Samrat Chatterjee and
Pradeep Ramuhalli and
Ramakrishna Tipireddy and
Mahantesh Halappanavar and
Frank Liu},
title = {Accelerating Scientific Simulations with Bi-Fidelity Weighted Transfer
Learning},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {994--999},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00147},
doi = {10.1109/ICMLA58977.2023.00147},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/BorowiecLCCRTHL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/BoseH23,
author = {Avishek Bose and
William H. Hsu},
title = {Attention-Augmented Parametric Kernel Graph Neural Network {(APKGNN)}
for Node Classification},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {744--751},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00343},
doi = {10.1109/ICMLA58977.2023.00343},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/BoseH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/BuschVSVCF23,
author = {Johannes V. S. Busch and
Robert Voelckner and
Peter Sossalla and
Christian L. Vielhaus and
Roberto Calandra and
Frank H. P. Fitzek},
title = {Deep Reinforcement Learning for the Joint Control of Traffic Light
Signaling and Vehicle Speed Advice},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {182--187},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00033},
doi = {10.1109/ICMLA58977.2023.00033},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/BuschVSVCF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/BuwaneswaranFNG23,
author = {Madhushan Buwaneswaran and
Tehara Fonseka and
Apurva Narayan and
Katarina Grolinger},
title = {Improving Adversarial Robustness of Few-Shot Learning with Contrastive
Learning and Hypersphere Embedding},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {241--248},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00041},
doi = {10.1109/ICMLA58977.2023.00041},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/BuwaneswaranFNG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/CantorKNHD23,
author = {Jeremy Cantor and
O. Patrick Kreidl and
John Nuszkowski and
Alan Harris and
Ayan Dutta},
title = {A Lightweight Deep Recurrent Q-Learning Technique for Autonomous Wildfire
Surveillance},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1100--1105},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00164},
doi = {10.1109/ICMLA58977.2023.00164},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/CantorKNHD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/CarpBT23,
author = {Amanda Carp and
Joel Bryniclsson and
Agnes Tegen},
title = {Active Learning for Improvement of Classification of Cyberthreat Actors
in Text Fragments},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1279--1286},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00193},
doi = {10.1109/ICMLA58977.2023.00193},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/CarpBT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/CarpenterOBK23,
author = {William Carpenter and
Patrick Omodara and
Radu F. Babiceanu and
Laxima Niure Kandel},
title = {An Extended Study of the Applications of Using Gesture Control to
Pilot UAVs},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1746--1752},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00265},
doi = {10.1109/ICMLA58977.2023.00265},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/CarpenterOBK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/CastrejonWOKLGJ23,
author = {David J. Castrejon and
Connor Wang and
Denys Osmak and
Bhumil Kukadiya and
Li Liu and
Mario Giraldo and
Xunfei Jiang},
title = {Machine Learning-based California Wildfire Risk Prediction and Visualization},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1212--1217},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00182},
doi = {10.1109/ICMLA58977.2023.00182},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/CastrejonWOKLGJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/ChandaliyaTBS23,
author = {Rishabh Chandaliya and
Mohan Timilsina and
John G. Breslin and
Martin Serrano},
title = {Towards Graph-Based Semi-Supervised Learning on Audio Embeddings for
Label Classification},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1385--1391},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00209},
doi = {10.1109/ICMLA58977.2023.00209},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/ChandaliyaTBS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/ChenRKCCQYCRSDL23,
author = {Wei Chen and
Yihui Ren and
Ai Kagawa and
Matthew R. Carbone and
Samuel Yen{-}Chi Chen and
Xiaohui Qu and
Shinjae Yoo and
Austin Clyde and
Arvind Ramanathan and
Rick L. Stevens and
Hubertus Van Dam and
Deyu Lu},
title = {Transferable Graph Neural Fingerprint Models for Quick Response to
Future Bio-Threats},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {800--807},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00117},
doi = {10.1109/ICMLA58977.2023.00117},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/ChenRKCCQYCRSDL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/ChintaA23,
author = {Uma Chinta and
Adham Atyabi},
title = {Facial Expression Recognition Using Robust Attention-Based {CNN}},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {858--863},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00126},
doi = {10.1109/ICMLA58977.2023.00126},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/ChintaA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/ChoiZJ23,
author = {Daegil Choi and
Gengjia Zhang and
Jaehyo Jung},
title = {Depression Diagnosis Algorithm Based on R2U-Net Using Facial Images},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1426--1429},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00215},
doi = {10.1109/ICMLA58977.2023.00215},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/ChoiZJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/ChoudhuriAS23,
author = {Sandipan Choudhuri and
Suli Adeniye and
Arunabha Sen},
title = {A Robust Negative Learning Approach to Partial Domain Adaptation Using
Source Prototypes},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {717--724},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00105},
doi = {10.1109/ICMLA58977.2023.00105},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/ChoudhuriAS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/ChowdhuryT23,
author = {Jawad Chowdhury and
Gabriel Terejanu},
title = {{CD-} {NOTEARS:} Concept Driven Causal Structure Learning Using {NOTEARS}},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {808--813},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00118},
doi = {10.1109/ICMLA58977.2023.00118},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/ChowdhuryT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/ClaphamG23,
author = {Peter Clapham and
Marek Grzes},
title = {Posterior Collapse in Variational Gradient Origin Networks},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {980--987},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00145},
doi = {10.1109/ICMLA58977.2023.00145},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/ClaphamG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/Clemente23,
author = {Caesar Jude Clemente},
title = {Utilizing Machine Learning Techniques in Predicting Job Viability
of Information Technology Program Graduates},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1676--1683},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00253},
doi = {10.1109/ICMLA58977.2023.00253},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/Clemente23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/CobleBDB23,
author = {Joseph Coble and
Armon Barton and
Christian Darken and
Scotty Black},
title = {Optimizing Naval Movement Using Deep Reinforcement Learning},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {400--407},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00062},
doi = {10.1109/ICMLA58977.2023.00062},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/CobleBDB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/CongKLDSPKS23,
author = {Guojing Cong and
Shruti R. Kulkarni and
Seung{-}Hwan Lim and
Prasanna Date and
Shay Snyder and
Maryam Parsa and
Dominic Kennedy and
Catherine D. Schuman},
title = {Hyperparameter Optimization and Feature Inclusion in Graph Neural
Networks for Spiking Implementation},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1541--1546},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00232},
doi = {10.1109/ICMLA58977.2023.00232},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/CongKLDSPKS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/ConnorsS23,
author = {Collin Connors and
Dilip Sarkar},
title = {Machine Learning for Detecting Malware in {PE} Files},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {2194--2199},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00331},
doi = {10.1109/ICMLA58977.2023.00331},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/ConnorsS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/CostaPM23,
author = {Daniel C. Da Costa and
Ricardo B. C. Prud{\^{e}}ncio and
Alexandre Mota},
title = {Assessor Models with a Reject Option for Soccer Result Prediction},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1200--1205},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00180},
doi = {10.1109/ICMLA58977.2023.00180},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/CostaPM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/DalzochioKBFB23,
author = {Jovani Dalzochio and
Rafael Kunst and
Jorge L. V. Barbosa and
Edison Pignaton de Freitas and
Al{\'{e}}cio P. D. Binotto},
title = {MILPdM: {A} Predictive Maintenance Architecture for the Military Domain},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {2026--2032},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00306},
doi = {10.1109/ICMLA58977.2023.00306},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/DalzochioKBFB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/DasBPYZ23,
author = {Madhureeta Das and
Gaurav Bagwe and
Miao Pan and
Xiaoyong Yuan and
Lan Zhang},
title = {Learning, Tiny and Huge: Heterogeneous Model Augmentation Towards
Federated Tiny Learning},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {90--97},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00021},
doi = {10.1109/ICMLA58977.2023.00021},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/DasBPYZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/DavisSJ23,
author = {Cory Davis and
Patrick M. Stockton and
Eugene John},
title = {Profiling Analysis for Enhancing the Performance of Graph Neural Networks},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1273--1278},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00192},
doi = {10.1109/ICMLA58977.2023.00192},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/DavisSJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/DebbaghWHT23,
author = {Nadir Debbagh and
S{\'{e}}bastien Warichet and
Emmanuel Helbert and
Asma Trabelsi},
title = {Sentence Embedding with Named Entities for Conversation Fingerprint},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1473--1480},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00222},
doi = {10.1109/ICMLA58977.2023.00222},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/DebbaghWHT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/DeckeGRS23,
author = {Jens Decke and
Christian Gruhl and
Lukas Rauch and
Bernhard Sick},
title = {{DADO} - Low-Cost Query Strategies for Deep Active Design Optimization},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1611--1618},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00244},
doi = {10.1109/ICMLA58977.2023.00244},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/DeckeGRS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/DehlaghiGhadimMLSS23,
author = {Alireza Dehlaghi{-}Ghadim and
Tijana Markovic and
Miguel Leon and
David S{\"{o}}derman and
Per Erik Strandberg},
title = {Federated Learning for Network Anomaly Detection in a Distributed
Industrial Environment},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {218--225},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00038},
doi = {10.1109/ICMLA58977.2023.00038},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/DehlaghiGhadimMLSS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/DelanoisAKTMB23,
author = {Jean Erik Delanois and
Aditya Ahuja and
Giri P. Krishnan and
Timothy Tadros and
Julian J. McAuley and
Maxim Bazhenov},
title = {Improving Robustness of Convolutional Networks Through Sleep-Like
Replay},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {257--264},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00043},
doi = {10.1109/ICMLA58977.2023.00043},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/DelanoisAKTMB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/DeubetaerZKLBS23,
author = {Tobias Deu{\ss}er and
Cong Zhao and
Wolfgang Kr{\"{a}}mer and
David Leonhard and
Christian Bauckhage and
Rafet Sifa},
title = {Controlled Randomness Improves the Performance of Transformer Models},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1805--1810},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00274},
doi = {10.1109/ICMLA58977.2023.00274},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/DeubetaerZKLBS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/DitthapronAPLTS23,
author = {Apiwat Ditthapron and
Emmanuel O. Agu and
Peder C. Pedersen and
Clifford Lindsay and
Bengisu Tulu and
Diane M. Strong},
title = {On Rejecting Low Quality Images to Improve Deep Smartphone Wound Assessment},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {2113--2118},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00319},
doi = {10.1109/ICMLA58977.2023.00319},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/DitthapronAPLTS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/DoddaK23,
author = {Naga Jyothirmayee Dodda and
Ziad Kobti},
title = {Many-to-One: Transformer-based unsupervised anomaly detection and
localization on industrial images},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1224--1227},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00184},
doi = {10.1109/ICMLA58977.2023.00184},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/DoddaK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/DoganayB23,
author = {Hamza Ayta{\c{c}} Doganay and
Halil{-}Ibrahim B{\"{u}}lb{\"{u}}l},
title = {Detection Success Assessment of Machine Learning Algorithms Through
Manifest File Permissions Demanded by Malicious Android Wares},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1684--1686},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00254},
doi = {10.1109/ICMLA58977.2023.00254},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/DoganayB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/DongXCSD23,
author = {Bo Dong and
Yiming Xu and
Sunyi Chi and
Zhenyu Shi and
Zheng Du},
title = {{APAM:} Adaptive Pre-Training and Adaptive Meta Learning in Language
Model for Noisy Labels and Long-Tailed Learning},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1867--1874},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00283},
doi = {10.1109/ICMLA58977.2023.00283},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/DongXCSD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/DoseHH23,
author = {Yuma Dose and
Shuichiro Haruta and
Takahiro Hara},
title = {A Graph-Based Recommendation Model Using Contrastive Learning for
Inductive Scenario},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {174--181},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00032},
doi = {10.1109/ICMLA58977.2023.00032},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/DoseHH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/DrosouliVMMG23,
author = {Ifigenia Drosouli and
Athanasios Voulodimos and
Paris Mastorocostas and
Georgios Miaoulis and
Djamchid Ghazanfarpour},
title = {A Graph Neural Network Based Learning Model for Urban Metro Flow Prediction},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1883--1888},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00285},
doi = {10.1109/ICMLA58977.2023.00285},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/DrosouliVMMG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/DuanKSK23,
author = {Chunting Duan and
Kazuhiko Komatsu and
Masayuki Sato and
Hiroaki Kobayashi},
title = {Multi-scale Loss based Electron Microscopic Image Pair Matching Method},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1949--1956},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00295},
doi = {10.1109/ICMLA58977.2023.00295},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/DuanKSK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/DuarteO23,
author = {Andr{\'{e}} V. Duarte and
Arlindo L. Oliveira},
title = {Improving Embeddings for High-Accuracy Transformer-Based Address Matching
Using a Multiple in-Batch Negatives Loss},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {120--127},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00025},
doi = {10.1109/ICMLA58977.2023.00025},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/DuarteO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/ElahiLP23,
author = {Maryam Tavakol Elahi and
WonSook Lee and
Philippe Phan},
title = {SAttisUNet: UNet-like Swin Transformer with Attentive Skip Connections
for Enhanced Medical Image Segmentation},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1994--1999},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00301},
doi = {10.1109/ICMLA58977.2023.00301},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/ElahiLP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/EllisonMY23,
author = {Grant Ellison and
Milla Penelope Markovic and
Delaram Yazdansepas},
title = {Real-Time Human Activity Classification Using Gait Cycle Averaging
and Biometric Heuristics},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {355--361},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00056},
doi = {10.1109/ICMLA58977.2023.00056},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/EllisonMY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/EsmaeiliANWASDZ23,
author = {Mona Esmaeili and
Zeinab Akhavan and
Hamid Nasiri and
Yonatan Melese Worku and
Sisay Tadesse Arzo and
Andreas Stavropoulos and
Michael Devetsikiotis and
Payman Zarkesh{-}Ha},
title = {Medical Asset Management: Deep Learning Based Asset Usage Prediction
in a Hospital Setting Using Real Data},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {944--951},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00140},
doi = {10.1109/ICMLA58977.2023.00140},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/EsmaeiliANWASDZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/FallasMoyaRSQ23,
author = {Fabian Fallas{-}Moya and
Sa{\'{u}}l Calder{\'{o}}n Ram{\'{\i}}rez and
Amir Sadovnik and
Hairong Qi},
title = {Object Detection in Pineapple Fields Drone Imagery Using Few Shot
Learning and the Segment Anything Model},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1635--1642},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00247},
doi = {10.1109/ICMLA58977.2023.00247},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/FallasMoyaRSQ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/FloresBSZ23,
author = {Alexander Flores and
Anais Barja and
Xianming Shi and
Xinghui Zhao},
title = {A Remote Sensing Framework for Automated Monitoring of Roadside Water
Quality},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1765--1770},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00268},
doi = {10.1109/ICMLA58977.2023.00268},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/FloresBSZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/FuKL23,
author = {Feisi Fu and
Panagiota Kiourti and
Wenchao Li},
title = {Dormant Neural Trojans},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1784--1791},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00271},
doi = {10.1109/ICMLA58977.2023.00271},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/FuKL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/FurumaiWSIYK23,
author = {Kazuaki Furumai and
Yanan Wang and
Makoto Shinohara and
Kazushi Ikeda and
Yi Yu and
Tsuneo Kato},
title = {Detecting Dialogue Hallucination Using Graph Neural Networks},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {871--877},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00128},
doi = {10.1109/ICMLA58977.2023.00128},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/FurumaiWSIYK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/GaireTR23,
author = {Rebati Raman Gaire and
Sepehr Tabrizchi and
Arman Roohi},
title = {EnCoDe: Enhancing Compressed Deep Learning Models Through Feature
- - - Distillation and Informative Sample Selection},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {633--638},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00093},
doi = {10.1109/ICMLA58977.2023.00093},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/GaireTR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/GaneriwalaBGKKDN23,
author = {Parth Ganeriwala and
Siddhartha Bhattacharyya and
Sean Gunther and
Brian Kish and
Mohammed Abdul Hafeez Khan and
Ankur Dhadoti and
Natasha A. Neogi},
title = {AssistTaxi: {A} Comprehensive Dataset for Taxiway Analysis and Autonomous
Operations},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1094--1099},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00163},
doi = {10.1109/ICMLA58977.2023.00163},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/GaneriwalaBGKKDN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/GaoYD23,
author = {Jingyi Gao and
Runze Yan and
Afsaneh Doryab},
title = {Modeling Regularity and Predictability in Human Behavior from Multidimensional
Sensing Signals and Personal Characteristics},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {271--278},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00045},
doi = {10.1109/ICMLA58977.2023.00045},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/GaoYD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/GarciaBB23,
author = {Cristiano Mesquita Garcia and
Alceu de Souza Britto Jr. and
Jean Paul Barddal},
title = {Event-driven Sentiment Drift Analysis in Text Streams: An Application
in a Soccer Match},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1920--1927},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00291},
doi = {10.1109/ICMLA58977.2023.00291},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/GarciaBB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/GarciaXC23,
author = {Ainara Garcia and
Sihong Xie and
Arielle Carr},
title = {Implementing Recycling Methods for Linear Systems in Python with an
Application to Multiple Objective Optimization},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1759--1764},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00267},
doi = {10.1109/ICMLA58977.2023.00267},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/GarciaXC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/GheshlaghiY23,
author = {Saba Heidari Gheshlaghi and
Nasim Yahyasoltani},
title = {Robust and Transferable Graph Neural Networks for Medical Images},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1839--1844},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00279},
doi = {10.1109/ICMLA58977.2023.00279},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/GheshlaghiY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/GomesGAA23,
author = {David L. Pereira Gomes and
Andr{\'{e}} Gr{\'{e}}gio and
Marco Antonio Zanata Alves and
Paulo R. Lisboa de Almeida},
title = {Efficient Prequential {AUC-PR} Computation},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {2222--2227},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00335},
doi = {10.1109/ICMLA58977.2023.00335},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/GomesGAA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/GorgonioCMVG23,
author = {Arthur C. Gorg{\^{o}}nio and
Anne M. P. Canuto and
Arthur Medeiros and
Karliane M. O. Vale and
Flavius L. Gorg{\^{o}}nio},
title = {Two Efficient Training Strategies for DyDaSL: {A} Dynamic Data Stream
Learner Framework with Semi-Supervised Learning},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {2000--2005},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00302},
doi = {10.1109/ICMLA58977.2023.00302},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/GorgonioCMVG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/GunduzGBBR23,
author = {H{\"{u}}seyin Anil G{\"{u}}nd{\"{u}}z and
Sheetal Giri and
Martin Binder and
Bernd Bischl and
Mina Rezaei},
title = {Uncertainty Quantification for Deep Learning Models Predicting the
Regulatory Activity of {DNA} Sequences},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {566--573},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00084},
doi = {10.1109/ICMLA58977.2023.00084},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/GunduzGBBR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/GuoHMSZVH23,
author = {Keyan Guo and
Alexander Hu and
Jaden Mu and
Ziheng Shi and
Ziming Zhao and
Nishant Vishwamitra and
Hongxin Hu},
title = {An Investigation of Large Language Models for Real-World Hate Speech
Detection},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1568--1573},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00237},
doi = {10.1109/ICMLA58977.2023.00237},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/GuoHMSZVH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/GuptaPSBBS23,
author = {Advait Gupta and
Manan Padsala and
Aastha Shayla and
Tanmay Bisen and
Susham Biswas and
Abhemanyu Sarin},
title = {From Sky to Strategy: Construction Activity Index and Stage Estimation
From Drone-Captured Imagery},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1355--1362},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00205},
doi = {10.1109/ICMLA58977.2023.00205},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/GuptaPSBBS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/HagosTBR23,
author = {Desta Haileselassie Hagos and
Earl Tankard and
Manish Bhurtel and
Danda B. Rawat},
title = {Optimal Asynchronous Federated Learning for the Internet of Battlefield
Things (IoBT)},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1553--1559},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00234},
doi = {10.1109/ICMLA58977.2023.00234},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/HagosTBR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/HalbersbergYHS23,
author = {Dan Halbersberg and
Roni Yasinnik and
Matan Halevi and
Moshe Salhov},
title = {Temporal-Based Action Graph with Sequential Pattern Mining for ChuRN
Detection: a Playtika Case Study},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {324--331},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00052},
doi = {10.1109/ICMLA58977.2023.00052},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/HalbersbergYHS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/HancockK23,
author = {John T. Hancock and
Taghi M. Khoshgoftaar},
title = {Data Reduction to Improve the Performance of One-Class Classifiers
on Highly Imbalanced Big Data},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {465--471},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00071},
doi = {10.1109/ICMLA58977.2023.00071},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/HancockK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/HartmanGAC23,
author = {Lucas Hartman and
Santiago Gomez{-}Rosero and
Patrick Adjei and
Miriam A. M. Capretz},
title = {Multi-Factor Edge-Weighting with Reinforcement Learning for Load Balancing
of Electric Vehicle Charging Stations},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {580--587},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00086},
doi = {10.1109/ICMLA58977.2023.00086},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/HartmanGAC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/HasanRIARAGC23,
author = {Munjur Hasan and
Md Saifur Rahman and
Sabrina Islam and
Tanvir Ahmed and
Nafiz Rifat and
Mostofa Ahsan and
Rahul Gomes and
Md Minhaz Chowdhury},
title = {Vision Transformer-based Classification for Lung and Colon Cancer
using Histopathology Images},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1300--1304},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00196},
doi = {10.1109/ICMLA58977.2023.00196},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/HasanRIARAGC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/HattakIMMS23,
author = {Amine Hattak and
Giacomo Iadarola and
Fabio Martinelli and
Francesco Mercaldo and
Antonella Santone},
title = {Benchmarking {YOLO} Models for Automatic Reading in Smart Metering
Systems: {A} Performance Comparison Analysis},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {2207--2213},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00333},
doi = {10.1109/ICMLA58977.2023.00333},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/HattakIMMS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/HeK23,
author = {Borui He and
Garrett E. Katz},
title = {Will Poppy Fall? Predicting Robot Falls in Advance Based on Visual
Input},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {226--232},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00039},
doi = {10.1109/ICMLA58977.2023.00039},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/HeK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/HersheyPP23,
author = {Quincy Hershey and
Randy C. Paffenroth and
Harsh Nilesh Pathak},
title = {Exploring Neural Network Structure through Sparse Recurrent Neural
Networks: {A} Recasting and Distillation of Neural Network Hyperparameters},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {128--135},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00026},
doi = {10.1109/ICMLA58977.2023.00026},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/HersheyPP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/HochuliBPMA23,
author = {Andre Gustavo Hochuli and
Jean Paul Barddal and
Gillian Cezar Palhano and
Leonardo Matheus Mendes and
Paulo Ricardo Lisboa de Almeida},
title = {Deep Single Models vs. Ensembles: Insights for a Fast Deployment of
Parking Monitoring Systems},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1379--1384},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00208},
doi = {10.1109/ICMLA58977.2023.00208},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/HochuliBPMA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/HolligTG23,
author = {Jacqueline H{\"{o}}llig and
Steffen Thoma and
Florian Grimm},
title = {XTSC-Bench: Quantitative Benchmarking for Explainers on Time Series
Classification},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1126--1131},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00168},
doi = {10.1109/ICMLA58977.2023.00168},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/HolligTG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/HongPJA23,
author = {Jinsu Hong and
Chetraj Pandey and
Anli Ji and
Berkay Aydin},
title = {An Innovative Solar Flare Metadata Collection for Space Weather Analytics},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {408--413},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00063},
doi = {10.1109/ICMLA58977.2023.00063},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/HongPJA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/HosseinzadehBLBH23,
author = {Pouya Hosseinzadeh and
Omar Bahri and
Peiyu Li and
Soukaina Filali Boubrahimi and
Shah Muhammad Hamdi},
title = {{METFORC:} Classification with Meta-Learning and Multimodal Stratified
Time Series Forest},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1248--1252},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00188},
doi = {10.1109/ICMLA58977.2023.00188},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/HosseinzadehBLBH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/HuCZLD23,
author = {Qianli Hu and
Jiangning Chen and
Haoyan Zhai and
Wei Luo and
Juntao Duan},
title = {Gaussian Process with Correlation Factor for Text Classification Problem},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1495--1500},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00225},
doi = {10.1109/ICMLA58977.2023.00225},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/HuCZLD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/HuynhCP23,
author = {Ngoc Suong Huynh and
Sebastian De La Cruz and
Alexander Perez{-}Pons},
title = {Denial-of Service (DoS) Attack Detection Using Edge Machine Learning},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1741--1745},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00264},
doi = {10.1109/ICMLA58977.2023.00264},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/HuynhCP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/HuynhSVCWA23,
author = {Viet Huynh and
Buser Say and
Peter Vogel and
Lucy Cao and
Geoffrey I. Webb and
Aldeida Aleti},
title = {Rapid Identification of Protein Formulations with Bayesian Optimisation},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {776--781},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00113},
doi = {10.1109/ICMLA58977.2023.00113},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/HuynhSVCWA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/InoueOIO23,
author = {Taiki Inoue and
Jun Ogata and
Makoto Iida and
Tetsuji Ogawa},
title = {Learning Discriminative Feature Representations via Metric Learning
for Early Operation of Wind Turbine Anomaly Detection Systems},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1305--1310},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00197},
doi = {10.1109/ICMLA58977.2023.00197},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/InoueOIO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/IslamA23,
author = {Mohammad Munzurul Islam and
Mohammed Alawad},
title = {Node Selection in Federated Learning Using Sparsity Regularization
and Compressive Sensing},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1319--1323},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00199},
doi = {10.1109/ICMLA58977.2023.00199},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/IslamA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/JaganathanKK23,
author = {Guna Sekaran Jaganathan and
Grentina Kilungeja and
Indika Kahanda},
title = {{UNF-IDT:} Automated Irony Detection in English Tweets},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1514--1519},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00228},
doi = {10.1109/ICMLA58977.2023.00228},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/JaganathanKK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/JayarathneSKDRJ23,
author = {Harindu Jayarathne and
Tharindu Samarakoon and
Hasara Koralege and
Asitha Divisekara and
Ranga Rodrigo and
Peshala Jayasekara},
title = {DualCam: {A} Novel Benchmark Dataset for Fine-Grained Real-Time Traffic
Light Detection},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1778--1783},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00270},
doi = {10.1109/ICMLA58977.2023.00270},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/JayarathneSKDRJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/JiaF23,
author = {Sen Jia and
Homa Fashandi},
title = {Revisiting Knowledge Graph Embedding: An Alternative Solution to Biased
Visual Scene Graphs},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1936--1942},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00293},
doi = {10.1109/ICMLA58977.2023.00293},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/JiaF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/JiaS23,
author = {Yiming Jia and
Mehrdad Sasani},
title = {Symbolic-Based Recurrent Neural Networks for Metamodeling of Nonlinear
Structural Models},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {287--292},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00047},
doi = {10.1109/ICMLA58977.2023.00047},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/JiaS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/JiangLZSSB23,
author = {Sihang Jiang and
Johanna Loomba and
Andrea Zhou and
Suchetha Sharma and
Saurav Sengupta and
Donald E. Brown},
title = {A Bayesian Hierarchical Analysis on the Disparity of Emergency Department
Visits for {COVID-19:} {A} Cohort Study Using National {COVID} Cohort
Collaborative {(N3C)} Data},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {144--151},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00028},
doi = {10.1109/ICMLA58977.2023.00028},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/JiangLZSSB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/JiaoZH23,
author = {Shengzhe Jiao and
Yihong Zhang and
Takahiro Hara},
title = {Multi-Modal Relational Side Information Graph Attention Networks for
Recommender System},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1012--1017},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00150},
doi = {10.1109/ICMLA58977.2023.00150},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/JiaoZH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/JoojiliHSSCA23,
author = {Nader Joojili and
Alexis Amezaga Hechavarria and
Omair Shafiq and
Akram Bin Sediq and
Peiliang Chang and
Hatem Abou{-}Zeid},
title = {Hybrid Wavelet Transform and Deep Stacking Ensemble Model for Network
Traffic Prediction},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1114--1119},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00166},
doi = {10.1109/ICMLA58977.2023.00166},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/JoojiliHSSCA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/KalakotiNB23,
author = {Rajesh Kalakoti and
Sven N{\~{o}}mm and
Hayretdin Bahsi},
title = {Improving Transparency and Explainability of Deep Learning Based IoT
Botnet Detection Using Explainable Artificial Intelligence {(XAI)}},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {595--601},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00088},
doi = {10.1109/ICMLA58977.2023.00088},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/KalakotiNB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/KamalHWB23,
author = {Sadia Kamal and
Jimmy Hartford and
Jeremy Willis and
Arunkumar Bagavathi},
title = {Learning Unbiased News Article Representations: {A} Knowledge-Infused
Approach},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {639--646},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00094},
doi = {10.1109/ICMLA58977.2023.00094},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/KamalHWB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/KanjulaDCK23,
author = {Karthik Reddy Kanjula and
Ashok Raju Datla and
Tianjie Chen and
Md Faisal Kabir},
title = {An Edge Internet of Things Framework for Machine Learning-Based Skin
Cancer Detection Models},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {2167--2173},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00327},
doi = {10.1109/ICMLA58977.2023.00327},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/KanjulaDCK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/KaraogluE23,
author = {Hasan Huseyin Karaoglu and
Ender Mete Eksioglu},
title = {Parameter-Efficient Harmonic Networks for {JPEG} Compression Artifact
Removal},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {2052--2057},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00310},
doi = {10.1109/ICMLA58977.2023.00310},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/KaraogluE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/KatamneniR23,
author = {Vinaya Sree Katamneni and
Ajita Rattani},
title = {MIS-AVoiDD: Modality Invariant and Specific Representation for Audio-Visual
Deepfake Detection},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1371--1378},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00207},
doi = {10.1109/ICMLA58977.2023.00207},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/KatamneniR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/KaziK23,
author = {Nazmul Kazi and
Indika Kahanda},
title = {Enhancing Transfer Learning of LLMs through Fine- Tuning on Task -
Related Corpora for Automated Short-Answer Grading},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1687--1691},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00255},
doi = {10.1109/ICMLA58977.2023.00255},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/KaziK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/KaziKRK23,
author = {Nazmul Kazi and
Indika Kahanda and
S. Indu Rupassara and
John W. Kindt},
title = {Zero-Shot Information Extraction with Community-Fine-Tuned Large Language
Models From Open-Ended Interview Transcripts},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {932--937},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00138},
doi = {10.1109/ICMLA58977.2023.00138},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/KaziKRK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/KhaledDMN23,
author = {Kacem Khaled and
Mouna Dhaouadi and
Felipe Gohring de Magalhaes and
Gabriela Nicolescu},
title = {Efficient Defense Against Model Stealing Attacks on Convolutional
Neural Networks},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {45--52},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00015},
doi = {10.1109/ICMLA58977.2023.00015},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/KhaledDMN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/KhalilA23,
author = {Maysa Khalil and
Mohammad Azzeh},
title = {Truth Seeker of the Largest Social Media Content using Machine Learning
Algorithms},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1606--1610},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00243},
doi = {10.1109/ICMLA58977.2023.00243},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/KhalilA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/KhanAPRGWFBE23,
author = {Md. Azim Khan and
Nadeem Ahmed and
Joyce Padela and
Muhammad Shehrose Raza and
Aryya Gangopadhyay and
Jianwu Wang and
James Foulds and
Carl E. Busart and
Robert F. Erbacher},
title = {Flood-ResNet50: Optimized Deep Learning Model for Efficient Flood
Detection on Edge Device},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {512--519},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00077},
doi = {10.1109/ICMLA58977.2023.00077},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/KhanAPRGWFBE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/Kharal23,
author = {Rosina F. Kharal},
title = {Towards Augmentation Based Defense Strategies Against Adversarial
Attacks},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1430--1437},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00216},
doi = {10.1109/ICMLA58977.2023.00216},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/Kharal23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/KhoshkhahtinatM23,
author = {Atefeh Khoshkhahtinat and
Hoda Mohammadzade},
title = {Dynamic Changes of Brain Network During Epileptic Seizure},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {2058--2064},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00311},
doi = {10.1109/ICMLA58977.2023.00311},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/KhoshkhahtinatM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/KhoshkhahtinatZMAKN23,
author = {Atefeh Khoshkhahtinat and
Ali Zafari and
Piyush M. Mehta and
Mohammad Akyash and
Hossein Kashiani and
Nasser M. Nasrabadi},
title = {Multi-Context Dual Hyper-Prior Neural Image Compression},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {618--625},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00091},
doi = {10.1109/ICMLA58977.2023.00091},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/KhoshkhahtinatZMAKN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/KhoshkhahtinatZMNTKS23,
author = {Atefeh Khoshkhahtinat and
Ali Zafari and
Piyush M. Mehta and
Nasser M. Nasrabadi and
Barbara J. Thompson and
Michael S. F. Kirk and
Daniel Da Silva},
title = {Context-Aware Neural Video Compression on Solar Dynamics Observatory},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {667--674},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00098},
doi = {10.1109/ICMLA58977.2023.00098},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/KhoshkhahtinatZMNTKS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/KhoudourB23,
author = {Mohamed Elamine Khoudour and
Isma{\"{\i}}l Biskri},
title = {Detection of Coronavirus Disease {(COVID-19)} Based on Deep Features
and Support Vector Machine\({}^{\mbox{*}}\)},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1332--1337},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00201},
doi = {10.1109/ICMLA58977.2023.00201},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/KhoudourB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/KiekhaeferP23,
author = {Carol M. Kiekhaefer and
Farhad Pourkamali{-}Anaraki},
title = {Advancing Precision Medicine: An Evaluative Study of Feature Selection
Methods},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1052--1059},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00156},
doi = {10.1109/ICMLA58977.2023.00156},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/KiekhaeferP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/KimCKK23,
author = {Chiho Kim and
Sang{-}Yoon Chang and
Jonghyun Kim and
Jinoh Kim},
title = {An Empirical Evaluation of Autoencoding-Based Location Spoofing Detection},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {574--579},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00085},
doi = {10.1109/ICMLA58977.2023.00085},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/KimCKK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/KimK23,
author = {Jinyoon Kim and
Md Faisal Kabir},
title = {Automated Data Labeling for Object Detection via Iterative Instance
Segmentation},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {845--850},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00124},
doi = {10.1109/ICMLA58977.2023.00124},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/KimK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/KleinDSTS23,
author = {Max Klein and
Niklas Dormagen and
Andreas S. Schmitz and
Markus H. Thoma and
Mike Schwarz},
title = {Machine Learning Approach for Particle Matching, Tracing and Velocimetry
with Self-Organizing Map: Application to Complex Plasmas},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {839--844},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00123},
doi = {10.1109/ICMLA58977.2023.00123},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/KleinDSTS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/KongYN23,
author = {Chuizheng Kong and
William Yerazunis and
Daniel Nikovski},
title = {Stochastic Learning Manipulation of Object Pose With Under-Actuated
Impulse Generator Arrays},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {112--119},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00024},
doi = {10.1109/ICMLA58977.2023.00024},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/KongYN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/KoochemeshkianB23,
author = {Pantea Koochemeshkian and
Nizar Bouguila},
title = {Advancing Multinomial Regression and Topic Modeling with Beta-Liouville
Distributions},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1928--1935},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00292},
doi = {10.1109/ICMLA58977.2023.00292},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/KoochemeshkianB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/KosikowskiCNRW23,
author = {Andrew Kosikowski and
Daniel Cho and
Mabon Ninan and
Anca L. Ralescu and
Boyang Wang},
title = {EvilELF: Evasion Attacks on Deep-Learning Malware Detection over {ELF}
Files},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1702--1709},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00258},
doi = {10.1109/ICMLA58977.2023.00258},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/KosikowskiCNRW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/KoufakouGJF23,
author = {Anna Koufakou and
Diego Grisales and
Ragy Costa de Jesus and
Oscar Fox},
title = {Data Augmentation for Emotion Detection in Small Imbalanced Text Data},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1508--1513},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00227},
doi = {10.1109/ICMLA58977.2023.00227},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/KoufakouGJF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/KulbakaDBKR23,
author = {Iliya Kulbaka and
Ayan Dutta and
Ladislau B{\"{o}}l{\"{o}}ni and
O. Patrick Kreidl and
Swapnoneel Roy},
title = {CNN-LSTM-Based Deep Recurrent Q-Learning for Robotic Gas Source Localization},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1060--1065},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00157},
doi = {10.1109/ICMLA58977.2023.00157},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/KulbakaDBKR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/LamBKP23,
author = {Ting Fung Lam and
Yony Bresler and
Ahmed Khorshid and
Nathan Perlmutter},
title = {Improved Batching Strategy For Irregular Time-Series {ODE}},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {104--111},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00023},
doi = {10.1109/ICMLA58977.2023.00023},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/LamBKP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/LamichhaneK23,
author = {Prajwol Lamichhane and
Indika Kahanda},
title = {Enhancing Health Information Retrieval with Large Language Models:
{A} Study on MedQuAD Dataset},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {2147--2152},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00324},
doi = {10.1109/ICMLA58977.2023.00324},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/LamichhaneK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/LappAW23,
author = {Louis Lapp and
Sahara Ali and
Jianwu Wang},
title = {Integrating Fourier Transform and Residual Learning for Arctic Sea
Ice Forecasting},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1753--1758},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00266},
doi = {10.1109/ICMLA58977.2023.00266},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/LappAW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/LebakulaTAHMZ23,
author = {Viswadeep Lebakula and
Eve Tsybina and
Kadir Amasyali and
Justin M. Hill and
Jeffrey Munk and
Helia Zandi},
title = {Anomaly detection for {MPC} forecast in Fleet of Water Heaters},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {249--256},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00042},
doi = {10.1109/ICMLA58977.2023.00042},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/LebakulaTAHMZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/LeeCG23,
author = {Wonjun Lee and
Yung Ryn Choe and
Raiat Subhra Ghosh},
title = {Recurrent Neural Network and Convolutional Neural Network for Detection
of Denial of Service Attack in Microservices},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1451--1456},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00219},
doi = {10.1109/ICMLA58977.2023.00219},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/LeeCG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/LeeJP23,
author = {Gyeongeun Lee and
Xunfei Jiang and
Natalie Parde},
title = {A Content-based Skincare Product Recommendation System},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {2039--2043},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00308},
doi = {10.1109/ICMLA58977.2023.00308},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/LeeJP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/LengT23,
author = {Kuangdai Leng and
Jeyan Thiyagalingam},
title = {Padding-Free Convolution Based on Preservation of Differential Characteristics
of Kernels},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {233--240},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00040},
doi = {10.1109/ICMLA58977.2023.00040},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/LengT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/LiHBBH23,
author = {Peiyu Li and
Pouya Hosseinzadeh and
Omar Bahri and
Soukaina Filali Boubrahimi and
Shah Muhammad Hamdi},
title = {Adversarial Attack Driven Data Augmentation for Time Series Classification},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {653--658},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00096},
doi = {10.1109/ICMLA58977.2023.00096},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/LiHBBH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/LiRLC23,
author = {Shuaiyu Li and
Yang Ruan and
Changzhou Long and
Yuzhong Cheng},
title = {Efficient {CNN-LSTM} Based Parameter Estimation of L{\'{e}}vy
Driven Stochastic Differential Equations},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {316--323},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00051},
doi = {10.1109/ICMLA58977.2023.00051},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/LiRLC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/LiSTZ23,
author = {Alexander Li and
Mikhail Y. Shalaginov and
Andrew Tao and
Tingying Helen Zeng},
title = {Investigation of Racial Bias in Property Crime Prediction by Machine
Learning Models},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {2253--2256},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00340},
doi = {10.1109/ICMLA58977.2023.00340},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/LiSTZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/LiWZ23,
author = {Rockwell T. Li and
Shashika Wijerathna and
Yuan Zhang},
title = {Breaking the Limits of Scanning Tunneling Microscopy Using Image Super
Resolution},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1138--1143},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00170},
doi = {10.1109/ICMLA58977.2023.00170},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/LiWZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/LindemannDKKWTZ23,
author = {Michael Lindemann and
Kathleen DeMichele and
Masoumeh Heidari Kapourchali and
Mohammad Heidari Kapourchali and
Christine F. Waigl and
Erin Trochim and
Long Zhao},
title = {Igniting Precision: Amplifying Wildfire Prediction in Diverse Regions
via Teacher-Student Model Fusion},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {528--535},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00079},
doi = {10.1109/ICMLA58977.2023.00079},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/LindemannDKKWTZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/LiscanoARASC23,
author = {Ramiro Liscano and
Aritra Ahmed and
Joseph Robertson and
Akramul Azim and
Vijay Sundaresan and
Yee{-}Kang Chang},
title = {A Lock Contention Classifier Based on Java Lock Contention Anti-Patterns},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1106--1113},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00165},
doi = {10.1109/ICMLA58977.2023.00165},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/LiscanoARASC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/LiuCTMKH23,
author = {Jiefei Liu and
Huiping Cao and
Abu Saleh Md Tayeen and
Satyajayant Misra and
Pratyay Kumar and
Jayashree Harikumar},
title = {Multi-Model-Based Federated Learning to Overcome Local Class Imbalance
Issues},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {265--270},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00044},
doi = {10.1109/ICMLA58977.2023.00044},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/LiuCTMKH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/MLKDR23,
author = {Guna Shekar M. and
Wonjun Lee and
Sanjiv Kumar and
Yanan Duan and
Imtiaz Rangwala},
title = {A Framework for Developing the Next Generation Interactive Soil Moisture
Forecasting System Using the Long-Short Term Memory Model},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1986--1993},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00300},
doi = {10.1109/ICMLA58977.2023.00300},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/MLKDR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/MacitU23,
author = {Serkan Macit and
Burak Berk {\"{U}}st{\"{u}}ndag},
title = {Performance Improvement in Time Series Prediction through {PECNET}
Framework},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1601--1605},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00242},
doi = {10.1109/ICMLA58977.2023.00242},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/MacitU23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/MaiLWP23,
author = {Maxwell Mai and
Shuai Luo and
Shue Wang and
Yulei Pang},
title = {Identification of Adipogenic and Osteogenic Differentiation using
transfer learning of ResNet-18},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {916--921},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00135},
doi = {10.1109/ICMLA58977.2023.00135},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/MaiLWP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/ManjrekarGW23,
author = {Atharva R. Manjrekar and
Swapna S. Gokhale and
Richard A. Wilson},
title = {Detection of Anti-Human Rights Discourse from Colombian Social Media
Conversations Using Advanced Transformer Models},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1501--1507},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00226},
doi = {10.1109/ICMLA58977.2023.00226},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/ManjrekarGW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/MaoHLKGLCAA23,
author = {Yuwei Mao and
Mahmudul Hasan and
Claire Songhyun Lee and
Muhammed Nur Talha Kilic and
Vishu Gupta and
Wei{-}Keng Liao and
Alok N. Choudhary and
Pinar Acar and
Ankit Agrawal},
title = {A Deep Learning Framework for Time-Series Processing-Microstructure-Property
Prediction},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {890--893},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00131},
doi = {10.1109/ICMLA58977.2023.00131},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/MaoHLKGLCAA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/MarkertHMTA23,
author = {Timo Markert and
Elias Hoerner and
Sebastian Matich and
Andreas Theissler and
Martin Atzmueller},
title = {Robotic Peg-in-Hole Insertion with Tight Clearances: {A} Force-based
Deep Q-Learning Approach},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1045--1051},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00155},
doi = {10.1109/ICMLA58977.2023.00155},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/MarkertHMTA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/MarufAAS23,
author = {Md. Al Maruf and
Akramul Azim and
Nitin Auluck and
Mansi Sahi},
title = {Towards Safe Online Machine Learning Model Training and Inference
on Edge Networks},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1082--1089},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00161},
doi = {10.1109/ICMLA58977.2023.00161},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/MarufAAS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/MarulliPL23,
author = {Fiammetta Marulli and
Pierluigi Paganini and
Fabio Lancellotti},
title = {Exploring the Faithfulness of Synthetic Data by Generative Models},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {2214--2221},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00334},
doi = {10.1109/ICMLA58977.2023.00334},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/MarulliPL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/MasumBBRASM23,
author = {Abu Kaisar Mohammad Masum and
Nusrat Badhon and
S. M. Saiful Islam Badhon and
Nushrat Jahan Ria and
Sheikh Abujar and
Muntaser Mansur Syed and
Naveed Mahmud},
title = {Comparative Evaluation of Transfer Learning for Classification of
Brain Tumor Using {MRI}},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {697--702},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00102},
doi = {10.1109/ICMLA58977.2023.00102},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/MasumBBRASM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/MasumMMPM23,
author = {Abu Kaisar Mohammad Masum and
Anshul Maurya and
Dhruthi Sridhar Murthy and
Pratibha and
Naveed Mahmud},
title = {Hybrid Quantum-Classical Machine Learning for Sentiment Analysis},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1006--1011},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00149},
doi = {10.1109/ICMLA58977.2023.00149},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/MasumMMPM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/MatharaarachchiPCK23,
author = {Nikin Matharaarachchi and
Muhammad Fermi Pasha and
Sonya Coleman and
Dermot Kerr},
title = {Time Efficient Micro-Expression Recognition Using Weighted Spatio-Temporal
Landmark Graphs},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {347--354},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00055},
doi = {10.1109/ICMLA58977.2023.00055},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/MatharaarachchiPCK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/MattaSMLOBB23,
author = {Anvesh Matta and
Michael Suesserman and
David McNamee and
Daniel Lasaga and
Dan Olson and
Edward Bowen and
Sanmitra Bhattacharya},
title = {Embedding Representations of Diagnosis Codes for Outlier Payment Detection},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {2153--2160},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00325},
doi = {10.1109/ICMLA58977.2023.00325},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/MattaSMLOBB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/MatzkePRCK23,
author = {Stephan Matzke and
Christian Pionzewski and
J{\'{e}}r{\^{o}}me Rutinowski and
Firdes {\c{C}}elik and
Markus K{\"{o}}nig},
title = {Re-identification Robustness Over Time - The Case for Synthetic Training
Data},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1363--1370},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00206},
doi = {10.1109/ICMLA58977.2023.00206},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/MatzkePRCK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/McCoppinDKB23,
author = {Ryan McCoppin and
Colin Dawson and
Sean M. Kennedy and
Leslie M. Blaha},
title = {Evaluating Adversarial Robustness with Expected Viable Performance},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {76--82},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00019},
doi = {10.1109/ICMLA58977.2023.00019},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/McCoppinDKB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/McDanelH23,
author = {Bradley McDanel and
Chi Phuong Ngoc Huynh},
title = {Dynamic Patch Sampling for Efficient Training and Dynamic Inference
in Vision Transformers},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {83--89},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00020},
doi = {10.1109/ICMLA58977.2023.00020},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/McDanelH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/MejiaR23,
author = {Jose M. Ruiz Mejia and
Danda B. Rawat},
title = {Automated Machine Learning Based Triage for Decision Support in Clinical
and Urgent Care},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {2161--2166},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00326},
doi = {10.1109/ICMLA58977.2023.00326},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/MejiaR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/MenezesAM23,
author = {Talita L{\^{o}}bo de Menezes and
Nazareno Ferreira de Andrade and
F{\'{a}}bio Jorge Almeida Morais},
title = {The Effectiveness of Machine Learning to Estimate the Risk of Failure
in Brazilian Public Contracts},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {2071--2078},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00313},
doi = {10.1109/ICMLA58977.2023.00313},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/MenezesAM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/MinCKGDTG23,
author = {Yimeng Min and
Ming{-}Chiang Chang and
Shufeng Kong and
John M. Gregoire and
R. Bruce van Dover and
Michael O. Thompson and
Carla P. Gomes},
title = {Physically Informed Graph-Based Deep Reasoning Net for Efficient Combinatorial
Phase Mapping},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {392--399},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00061},
doi = {10.1109/ICMLA58977.2023.00061},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/MinCKGDTG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/MinatelPCL23,
author = {Diego Minatel and
Antonio Rafael Sabino Parmezan and
Mariana Curi and
Alneu de Andrade Lopes},
title = {Fairness-Aware Model Selection Using Differential Item Functioning},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1971--1978},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00298},
doi = {10.1109/ICMLA58977.2023.00298},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/MinatelPCL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/MinimairBCGRSV23,
author = {Manfred Minimair and
Richard J. Boergers and
Michael Ciminiello and
Emily Giannini and
Natasha Rosa and
Zachary Sylvester and
Anthony Vischovich},
title = {Machine Learning of Feature Importance for Biomechanical Efficiency
of Baseball Pitching},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {820--824},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00120},
doi = {10.1109/ICMLA58977.2023.00120},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/MinimairBCGRSV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/MoghimiJK23,
author = {Faraz Moghimi and
Reid A. Johnson and
Andy Krause},
title = {Rethinking Real Estate Pricing with Transformer Graph Neural Networks
{(T-GNN)}},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1405--1411},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00212},
doi = {10.1109/ICMLA58977.2023.00212},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/MoghimiJK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/MohamedLK23,
author = {Amr S. Mohamed and
Sumin Lee and
Deepa Kundur},
title = {Reinforcement Learning for Supply Chain Attacks Against Frequency
and Voltage Control},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {369--375},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00058},
doi = {10.1109/ICMLA58977.2023.00058},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/MohamedLK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/MohammadiHBRIZ23,
author = {Mohammadreza Mohammadi and
Sheng{-}En Huang and
Titon Barua and
Ioannis M. Rekleitis and
Md Jahidul Islam and
Ramtin Zand},
title = {Caveline Detection at the Edge for Autonomous Underwater Cave Exploration
and Mapping},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1392--1398},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00210},
doi = {10.1109/ICMLA58977.2023.00210},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/MohammadiHBRIZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/MokhtariFNGL23,
author = {Nassim Mokhtari and
Vincent Fer and
Alexis N{\'{e}}d{\'{e}}lec and
Marl{\`{e}}ne Gilles and
Pierre De Loor},
title = {Enhanced Spatio- Temporal Image Encoding for Online Human Activity
Recognition},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {884--889},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00130},
doi = {10.1109/ICMLA58977.2023.00130},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/MokhtariFNGL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/MoorePNU23,
author = {Alexander M. Moore and
Randy C. Paffenroth and
Ken T. Ngo and
Joshua R. Uzarski},
title = {ChemVise: Maximizing Out-of-Distribution Chemical Detection with a
Novel Application of Transfer Learning},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {53--60},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00016},
doi = {10.1109/ICMLA58977.2023.00016},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/MoorePNU23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/MoreheadCC23,
author = {Alex Morehead and
Watchanan Chantapakul and
Jianlin Cheng},
title = {Semi-Supervised Graph Learning Meets Dimensionality Reduction},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {2006--2013},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00303},
doi = {10.1109/ICMLA58977.2023.00303},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/MoreheadCC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/MuellerCSF23,
author = {Julian Mueller and
Lukas Czekalla and
Florian Schuchter and
Georg Frey},
title = {Illuminating the Black Box: {A} Comparative Study of Explainable {AI}
for Interpreting Time Series Data in Vehicle Power Net Consumption
Models},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {166--173},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00031},
doi = {10.1109/ICMLA58977.2023.00031},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/MuellerCSF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/Nachnani23,
author = {Krish Nachnani},
title = {Energy Efficient Learning Algorithms for Glaucoma Diagnosis},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {2033--2038},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00307},
doi = {10.1109/ICMLA58977.2023.00307},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/Nachnani23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/NadimpalliR23,
author = {Aakash Varma Nadimpalli and
Ajita Rattani},
title = {Facial Forgery-Based Deepfake Detection Using Fine-Grained Features},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {2174--2181},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00328},
doi = {10.1109/ICMLA58977.2023.00328},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/NadimpalliR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/NafiRDH23,
author = {Nasik Muhammad Nafi and
Ashley Rediger and
Scott Dietrich and
William H. Hsu},
title = {Relevant Instance Segmentation in American Football Practice Images
to Aid Risky Tackle Detection},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {725--729},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00106},
doi = {10.1109/ICMLA58977.2023.00106},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/NafiRDH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/NagraniPSPS23,
author = {Hriday R. Nagrani and
Dhaval K. Patel and
Kashish D. Shah and
Harsh A. Patel and
Manob Jyoti Saikia},
title = {Facial Expression Recognition using Convolutional Neural Network through
Region-based Patch Generation: Harnessing Subtle Facial Cues},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {973--979},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00144},
doi = {10.1109/ICMLA58977.2023.00144},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/NagraniPSPS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/NaimiBB23,
author = {Safwen Naimi and
Wassim Bouachir and
Guillaume{-}Alexandre Bilodeau},
title = {{HCT:} Hybrid Convnet-Transformer for Parkinson's Disease Detection
and Severity Prediction from Gait},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {814--819},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00119},
doi = {10.1109/ICMLA58977.2023.00119},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/NaimiBB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/NaimiKBBJBCA23,
author = {Safwen Naimi and
Olfa Koubaa and
Wassim Bouachir and
Guillaume{-}Alexandre Bilodeau and
Gregory Jeddore and
Patricia Baines and
David L. P. Correia and
Andre Arsenault},
title = {Automating Lichen Monitoring in Ecological Studies Using Instance
Segmentation of Time-Lapse Images},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {98--103},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00022},
doi = {10.1109/ICMLA58977.2023.00022},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/NaimiKBBJBCA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/NarotamoAMA23,
author = {Nichal Narotamo and
David Apar{\'{\i}}cio and
Tiago Mesquita and
Mariana Almeida},
title = {Intent Detection at Scale: Tuning a Generic Model using Relevant Intents},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {938--943},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00139},
doi = {10.1109/ICMLA58977.2023.00139},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/NarotamoAMA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/NdiayeM23,
author = {Mohamed Ndiaye and
Mamadou Mboup},
title = {Empirical Mode Decomposition with Envelope Extraction and {LSTM} for
univariate time series forecasting},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {459--464},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00070},
doi = {10.1109/ICMLA58977.2023.00070},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/NdiayeM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/NeubauerPPWF23,
author = {Thais Rodrigues Neubauer and
Jari Peeperkorn and
Sarajane Marques Peres and
Jochen De Weerdt and
Marcelo Fantinato},
title = {Vector Representation for Business Process: Graph Embedding for Domain
Knowledge Integration},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {588--594},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00087},
doi = {10.1109/ICMLA58977.2023.00087},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/NeubauerPPWF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/NfissiBBM23,
author = {Alaa Nfissi and
Wassim Bouachir and
Nizar Bouguila and
Brian L. Mishara},
title = {Iterative Feature Boosting for Explainable Speech Emotion Recognition},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {543--549},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00081},
doi = {10.1109/ICMLA58977.2023.00081},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/NfissiBBM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/NguyenNSMSBTG23,
author = {Van Minh Nguyen and
Nasheen Nur and
William Stern and
Thomas Mercer and
Chiradeep Sen and
Siddhartha Bhattacharyya and
Victor Tumbiolo and
Seng Jhing Goh},
title = {Conceptualizing Suicidal Behavior: Utilizing Explanations of Predicted
Outcomes to Analyze Longitudinal Social Media Data},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {2095--2102},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00316},
doi = {10.1109/ICMLA58977.2023.00316},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/NguyenNSMSBTG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/NhuLLT23,
author = {Anh N. Nhu and
Ngoc{-}Anh Le and
Shihang Li and
Thang D. V. Truong},
title = {Physics-Guided Reinforcement Learning System for Realistic Vehicle
Active Suspension Control},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {422--429},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00065},
doi = {10.1109/ICMLA58977.2023.00065},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/NhuLLT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/NikbakhtbidehDLOTM23,
author = {Behnam Nikbakhtbideh and
Linda Duffett{-}Leger and
Nicole Letourneau and
Monica Oxford and
Panagiota Tryphonopoulos and
Mohammad Moshirpour},
title = {An Ensemble Model for the Analysis of Parent-Child Interactions from
Text and Audio},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {2133--2140},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00322},
doi = {10.1109/ICMLA58977.2023.00322},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/NikbakhtbidehDLOTM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/NikbakhtbidehDM23,
author = {Behnam Nikbakhtbideh and
Linda Duffett{-}Leger and
Mohammad Moshirpour},
title = {Behavior Analysis of Parent-Child Interactions from Text},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1175--1180},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00176},
doi = {10.1109/ICMLA58977.2023.00176},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/NikbakhtbidehDM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/NishimuraTLIPC23,
author = {Yasutaka Nishimura and
Naoto Takeda and
Roberto Legaspi and
Kazushi Ikeda and
Thomas Pl{\"{o}}tz and
Sonia Chernova},
title = {{ALLFA:} Active Learning Through Label and Feature Augmentation},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {158--165},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00030},
doi = {10.1109/ICMLA58977.2023.00030},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/NishimuraTLIPC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/NittaSMYH23,
author = {Shuhei Nitta and
Taiji Suzuki and
Albert Rodr{\'{\i}}guez Mulet and
Atsushi Yaguchi and
Ryusuke Hirai},
title = {Scalable Federated Learning for Clients with Different Input Image
Sizes and Numbers of Output Categories},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {764--769},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00111},
doi = {10.1109/ICMLA58977.2023.00111},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/NittaSMYH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/NivarthiS23,
author = {Chandana Priya Nivarthi and
Bernhard Sick},
title = {Towards Few-Shot Time Series Anomaly Detection with Temporal Attention
and Dynamic Thresholding},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1444--1450},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00218},
doi = {10.1109/ICMLA58977.2023.00218},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/NivarthiS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/NovoGBMO23,
author = {Jo{\~{a}}o Pedro Novo and
Manuel Goul{\~{a}}o and
Louren{\c{c}}o Bandeira and
Bruno Martins and
Arlindo L. Oliveira},
title = {Augmentation-Based Approaches for Overcoming Low Visibility in Street
Object Detection},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1943--1948},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00294},
doi = {10.1109/ICMLA58977.2023.00294},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/NovoGBMO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/NwaforSO23,
author = {Ebelechukwu Nwafor and
Carter Schmidt and
Habeeb Olufowobi},
title = {IoT-MGSec: Mitigating Man-in-the-Middle Attacks in IoT Networks Using
Graph-Based Learning},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1261--1266},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00190},
doi = {10.1109/ICMLA58977.2023.00190},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/NwaforSO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/ObeKBKSCGBJSRPP23,
author = {Ruth Obe and
Brandt Kaufmann and
Kaelen Baird and
Sam Kadel and
Yasmin Soltani and
Mostafa Cham and
Matthias K. Gobbert and
Carlos A. Barajas and
Zhuoran Jiang and
Vijay R. Sharma and
Lei Ren and
Stephen W. Peterson and
Jerimy C. Polf},
title = {Accelerating Real-Time Imaging for Radiotherapy: Leveraging Multi-GPU
Training with PyTorch},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1727--1734},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00262},
doi = {10.1109/ICMLA58977.2023.00262},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/ObeKBKSCGBJSRPP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/ObionwuTVRWAOBS23,
author = {Chukwuka Victor Obionwu and
Taruna Tiwari and
Bhavya Baburaj Chovatta Valappil and
Nishanth Raikar and
Damanpreet Singh Walia and
S. M. Laique Abbas and
Chukwuemeka E. Okafor and
David Broneske and
Gunter Saake},
title = {A Domain Specific Students' Assistance System For The Provision Of
Instructional Feedback},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {2065--2070},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00312},
doi = {10.1109/ICMLA58977.2023.00312},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/ObionwuTVRWAOBS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/PandeyAA23,
author = {Chetraj Pandey and
Rafal A. Angryk and
Berkay Aydin},
title = {Unveiling the Potential of Deep Learning Models for Solar Flare Prediction
in Near-Limb Regions},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {703--708},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00103},
doi = {10.1109/ICMLA58977.2023.00103},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/PandeyAA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/PangH23,
author = {Hongbo Pang and
Changcheng Huang},
title = {A Two-Stage Deep Learning Framework for Enhanced Waste Detection and
Classification},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {2014--2021},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00304},
doi = {10.1109/ICMLA58977.2023.00304},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/PangH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/PantiskasVHB23,
author = {Leonardos Pantiskas and
Kees Verstoep and
Mark Hoogendoorn and
Henri E. Bal},
title = {Channel-Adaptive Early Exiting Using Reinforcement Learning for Multivariate
Time Series Classification},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {480--487},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00073},
doi = {10.1109/ICMLA58977.2023.00073},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/PantiskasVHB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/PastoriniGREC23,
author = {Marcos Pastorini and
Angela Gorgoglione and
Rafael Rodr{\'{\i}}guez and
Lorena Etcheverry and
Alberto Castro},
title = {Evaluating the Performance of Classification Algorithms for Land-Cover
Classification},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {2240--2246},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00338},
doi = {10.1109/ICMLA58977.2023.00338},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/PastoriniGREC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/PathakPH23,
author = {Harsh Nilesh Pathak and
Randy C. Paffenroth and
Quincy Hershey},
title = {Sequentia12D: Organizing Center of Skip Connections for Transformers},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {362--368},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00057},
doi = {10.1109/ICMLA58977.2023.00057},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/PathakPH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/PaulPB23,
author = {Sneha Paul and
Zachary Patterson and
Nizar Bouguila},
title = {Semantic Segmentation Using Transfer Learning on Fisheye Images},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {445--452},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00068},
doi = {10.1109/ICMLA58977.2023.00068},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/PaulPB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/PecoriPAACCMRBV23,
author = {Riccardo Pecori and
Paolo Presti and
Pietro Avanzini and
Lerina Aversano and
Fausto Caruana and
Marta Cimitile and
Debora Montano and
Davide Ruzzon and
Mario Luca Bernardi and
Giovanni Vecchiato},
title = {Machine and Deep Learning Techniques to Classify Arousal Judgments
in Dynamic Virtual Experience of Architecture},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {2087--2094},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00315},
doi = {10.1109/ICMLA58977.2023.00315},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/PecoriPAACCMRBV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/PenmetsaFG23,
author = {Venkat Penmetsa and
Lachin Fernando and
Sindhu Ghanta},
title = {Improving {AML} Diagnosis Precision: Deep Learning-Based Classification
of Leukocyte Morphology and Malignancy},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {2119--2124},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00320},
doi = {10.1109/ICMLA58977.2023.00320},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/PenmetsaFG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/PesaranghaderVB23,
author = {Ali Pesaranghader and
Nikhil Verma and
Manasa Bharadwaj},
title = {{GPT-DETOX:} An In-Context Learning-Based Paraphraser for Text Detoxification},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1528--1534},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00230},
doi = {10.1109/ICMLA58977.2023.00230},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/PesaranghaderVB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/Pezeshkpour23,
author = {Pouya Pezeshkpour},
title = {Measuring and Modifying Factual Knowledge in Large Language Models},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {831--838},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00122},
doi = {10.1109/ICMLA58977.2023.00122},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/Pezeshkpour23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/PorelloBBK23,
author = {Davide Porello and
Ugo A. Buy and
Kyle W. Boerke and
M. Pieta Keller},
title = {Early Detection of Mental and Behavioral Health Issues from High-School
Academic Performance},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {376--383},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00059},
doi = {10.1109/ICMLA58977.2023.00059},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/PorelloBBK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/PourbehzadiHJJ23,
author = {Motahareh Pourbehzadi and
Moez Farokhnia Hamedani and
Giti Javidi and
Kimberly Johnson},
title = {The Impact of Racial Disparities on Prenatal Care Adequacy: An Algorithmic
Fairness Perspective},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1039--1044},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00154},
doi = {10.1109/ICMLA58977.2023.00154},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/PourbehzadiHJJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/QuirosCorellaPC23,
author = {Fabricio Quir{\'{o}}s{-}Corella and
Reinaldo Pereira and
Yendry Regina Corrales{-}Ure{\~{n}}a},
title = {Microvilli Semantic Segmentation in Microscopy Images Using a Visual
Learning Pipeline},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1--8},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00321},
doi = {10.1109/ICMLA58977.2023.00321},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/QuirosCorellaPC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/QuispeLZP23,
author = {Rodolfo Quispe and
Cuiling Lan and
Zhizheng Zhang and
H{\'{e}}lio Pedrini},
title = {AReID: Rethinking Re-Identification and Occlusions for Multi-Object
Tracking},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {31--37},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00013},
doi = {10.1109/ICMLA58977.2023.00013},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/QuispeLZP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/RSR23,
author = {Vijay Arvind R and
Haribharathi Sivakumar and
Brindha R},
title = {End-to-End Optimized Pipeline for Prediction of Protein Folding Kinetics},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1811--1816},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00275},
doi = {10.1109/ICMLA58977.2023.00275},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/RSR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/RahmanACHSSS23,
author = {Mohammad Wali Ur Rahman and
Murad Mehrab Abrar and
Hunter Gibbons Copening and
Salim Hariri and
Sicong Shao and
Pratik Satam and
Soheil Salehi},
title = {Quantized Transformer Language Model Implementations on Edge Devices},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {709--716},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00104},
doi = {10.1109/ICMLA58977.2023.00104},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/RahmanACHSSS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/RamQ23,
author = {Shanker Ram and
Chen Qian},
title = {A Study on the Vulnerability of Test Questions against ChatGPT-based
Cheating},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1710--1715},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00259},
doi = {10.1109/ICMLA58977.2023.00259},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/RamQ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/RamadanLI23,
author = {Tarek Ramadan and
Ankur Lahiry and
Tanzima Z. Islam},
title = {Novel Representation Learning Technique Using Graphs for Performance
Analytics},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1311--1318},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00198},
doi = {10.1109/ICMLA58977.2023.00198},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/RamadanLI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/RamosW23,
author = {Fabian Martin Ramos and
Xinyuan Wang},
title = {Detecting Stealthy Cobalt Strike C{\&}C Activities via Multi-Flow
based Machine Learning},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {2200--2206},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00332},
doi = {10.1109/ICMLA58977.2023.00332},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/RamosW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/RandrianandrainaCRM23,
author = {Raubertin Randrianandraina and
Julien Chapuy and
Lala H. Rajaoarisoa and
Moamar {Sayed Mouchaweh}},
title = {Wind Turbine Generator Bearing Anomaly Detection and Explanation Using
{RRCF} Approach},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1574--1581},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00238},
doi = {10.1109/ICMLA58977.2023.00238},
timestamp = {Wed, 17 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/RandrianandrainaCRM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/RaviVJW23,
author = {Kamalakkannan Ravi and
Adan Ernesto Vela and
Elizabeth Jenaway and
Steven Windisch},
title = {Exploring Multi-Level Threats in Telegram Data with AI-Human Annotation:
{A} Preliminary Study},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1520--1527},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00229},
doi = {10.1109/ICMLA58977.2023.00229},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/RaviVJW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/RavikiranBG23,
author = {Manikandan Ravikiran and
Soumen Biswas and
Ananth Ganesh},
title = {Hi-GoTE: Hierarchical Group-Wise Temporal Ensembling for Semi-Supervised
Pedestrian Attribute Recognition},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1150--1155},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00172},
doi = {10.1109/ICMLA58977.2023.00172},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/RavikiranBG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/ResendeSL23,
author = {J{\'{u}}lio C{\'{e}}sar Mendes de Resende and
Edimilson Batista dos Santos and
Marcos Antonio de Matos Laia},
title = {Combining Improvements in {FQF} Distributional Reinforcement Learning
Algorithm},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1852--1858},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00281},
doi = {10.1109/ICMLA58977.2023.00281},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/ResendeSL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/RosenRMLDWHSPJIHHCJJH23,
author = {Daniel Rosen and
Illa Rochez and
Caleb McIrvin and
Joshua Lee and
Kevin D'Alessandro and
Max Wiecek and
Nhan Hoang and
Ramzy Saffarini and
Sam Philips and
Vanessa Jones and
Will Ivey and
Zavier Harris{-}Smart and
Zavion Harris{-}Smart and
Zayden Chin and
Amos Johnson and
Alyse M. Jones and
William C. Headley},
title = {{RFRL} Gym: {A} Reinforcement Learning Testbed for Cognitive Radio
Applications},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {279--286},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00046},
doi = {10.1109/ICMLA58977.2023.00046},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/RosenRMLDWHSPJIHHCJJH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/RoudbariPPE23,
author = {Naghmeh Shafiee Roudbari and
Charalambos Poullis and
Zachary Patterson and
Ursula Eicker},
title = {TransGlow: Attention-augmented Transduction model based on Graph Neural
Networks for Water Flow Forecasting},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {626--632},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00092},
doi = {10.1109/ICMLA58977.2023.00092},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/RoudbariPPE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/RoyDBB23,
author = {Avirup Roy and
Hrishikesh Dutta and
Amit Kumar Bhuyan and
Subir Kumar Biswas},
title = {Semi-Supervised Learning Using Sparsely Labelled Sip Events for Online
Hydration Tracking Systems},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1799--1804},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00273},
doi = {10.1109/ICMLA58977.2023.00273},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/RoyDBB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/SadeghilalimiMZS23,
author = {Mehdi Sadeghilalimi and
Malek Mouhoub and
Haifa Zaidi and
Aymen Ben Said},
title = {Solving the Electricity Technician Dispatch Problem},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {23--30},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00012},
doi = {10.1109/ICMLA58977.2023.00012},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/SadeghilalimiMZS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/SaidSDAK23,
author = {Anwar Said and
Mudassir Shabbir and
Tyler Derr and
Waseem Abbas and
Xenofon D. Koutsoukos},
title = {Enhanced Graph Neural Networks with Ego-Centric Spectral Subgraph
Embeddings Augmentation},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {2257--2264},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00341},
doi = {10.1109/ICMLA58977.2023.00341},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/SaidSDAK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/Same23,
author = {Allou Sam{\'{e}}},
title = {Detection of Exponential Regimes from Time Series for Characterizing
the Thermal Dynamics of Buildings},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1669--1675},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00252},
doi = {10.1109/ICMLA58977.2023.00252},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/Same23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/SantosCSMVS23,
author = {D{\'{a}}rio P. Dos Santos and
Jo{\~{a}}o Paulo J. Da Costa and
Daniel Alves da Silva and
F{\'{a}}bio L. L. Mendon{\c{c}}a and
Carlos Eduardo Lacerda Veiga and
Rafael T. de Sousa},
title = {Multi-Class Text Classification Based in Oversampling for Highly Imbalanced
Dataset},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {752--755},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00109},
doi = {10.1109/ICMLA58977.2023.00109},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/SantosCSMVS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/SatoOFM23,
author = {Koki Sato and
Naoki Oishi and
Natsuru Futamata and
Hiroshi Mineno},
title = {Estimating Plant Physiological State by Learning Methods Considering
Imbalance and Time-series},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {894--899},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00132},
doi = {10.1109/ICMLA58977.2023.00132},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/SatoOFM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/SayyafzadehCXR23,
author = {Shahrzad Sayyafzadeh and
Hongmei Chi and
Weifeng Xu and
Kaushik Roy},
title = {BERT-Based Sentiment Forensics Analysis for Intrusion Detection},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1560--1567},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00235},
doi = {10.1109/ICMLA58977.2023.00235},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/SayyafzadehCXR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/Sazzed23,
author = {Salim Sazzed},
title = {What Factors Influence the Popularity of User-Generated Text in the
Creative Domain? {A} Case Study of Book Reviews},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1957--1962},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00296},
doi = {10.1109/ICMLA58977.2023.00296},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/Sazzed23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/Sazzed23a,
author = {Salim Sazzed},
title = {Comprehending Lexical and Affective Ontologies in the Demographically
Diverse Spatial Social Media Discourse},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {2247--2252},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00339},
doi = {10.1109/ICMLA58977.2023.00339},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/Sazzed23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/SazzedU23,
author = {Salim Sazzed and
Sharif Ullah},
title = {Enhancing Efficiency and Privacy in Memory-Based Malware Classification
Through Feature Selection},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {550--557},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00082},
doi = {10.1109/ICMLA58977.2023.00082},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/SazzedU23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/SchmittBB23,
author = {Thomas H. Schmitt and
Maximilian Bundscherer and
Tobias Bocklet},
title = {Semmeldetector: Application of Machine Learning in Commercial Bakeries},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {878--883},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00129},
doi = {10.1109/ICMLA58977.2023.00129},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/SchmittBB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/SeikavandiB23,
author = {Meisam Jamshidi Seikavandi and
Maria Jung Barret},
title = {Gaze Reveals Emotion Perception: Insights from Modelling Naturalistic
Face Viewing},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {2022--2025},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00305},
doi = {10.1109/ICMLA58977.2023.00305},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/SeikavandiB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/SelmonajSRASR23,
author = {Ardian Selmonaj and
Oleg Szehr and
Giacomo Del Rio and
Alessandro Antonucci and
Adrian Schneider and
Michael R{\"{u}}egsegger},
title = {Hierarchical Multi-Agent Reinforcement Learning for Air Combat Maneuvering},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1031--1038},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00153},
doi = {10.1109/ICMLA58977.2023.00153},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/SelmonajSRASR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/SenG23,
author = {Mrinmay Sen and
C. Gayatri},
title = {FReNG: Federated Optimization by Using Regularized Natural Gradient
Descent},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1889--1894},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00286},
doi = {10.1109/ICMLA58977.2023.00286},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/SenG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/SenarathnaFT23,
author = {Danushka Senarathna and
Rezoan Ferdous and
Spyros Tragoudas},
title = {An Enhanced {YOLO} Failure Detection Method},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {958--965},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00142},
doi = {10.1109/ICMLA58977.2023.00142},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/SenarathnaFT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/SenguptaLSCB23,
author = {Saurav Sengupta and
Johanna Loomba and
Suchetha Sharma and
Scott A. Chapman and
Donald E. Brown},
title = {Determining Risk Factors for Long {COVID} Using Positive Unlabeled
Learning on Electronic Health Records Data from {NIH} {N3C}},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {430--436},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00066},
doi = {10.1109/ICMLA58977.2023.00066},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/SenguptaLSCB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/SerbanLDCSS23,
author = {Alina{-}Irina Serban and
Helen Lai and
Sarah Daniels and
Rafael A. Calvo and
David J. Sharp and
Eyal Soreq},
title = {Identifying Household Fingerprint Using Intelligent Passive Monitoring
for People Living with Dementia},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1218--1223},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00183},
doi = {10.1109/ICMLA58977.2023.00183},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/SerbanLDCSS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/SharanQGCB23,
author = {Nitin Sharan and
Thomas Quig and
Eric Goodman and
Yung Ryn Choe and
Dalton A. Brucker{-}Hahn},
title = {Raw Packet Data Ingestion with Transformers for Malicious Activity
Classifications},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {2188--2193},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00330},
doi = {10.1109/ICMLA58977.2023.00330},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/SharanQGCB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/SharifpourL23,
author = {Kiana Sharifpour and
Salim Lahmiri},
title = {Fake Review Detection Using Rating-Sentiment Inconsistency},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {926--931},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00137},
doi = {10.1109/ICMLA58977.2023.00137},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/SharifpourL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/SharmaLWK23,
author = {Kushal Sharma and
Ang Li and
Malcolm C. A. White and
T. K. Satish Kumar},
title = {A Study of Distance Functions in FastMapSVM for Classifying Seismograms},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1963--1970},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00297},
doi = {10.1109/ICMLA58977.2023.00297},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/SharmaLWK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/SharmaSVK23,
author = {Ankit Sharma and
Thiruvengadam Samon and
Akhash Vellandurai and
Vinoth Kumar},
title = {{TA-SAITS:} Time Aware-Self Attention based Imputation of Time Series
algorithm for Partially Observable Multi -Variate Time Series},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {2228--2233},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00336},
doi = {10.1109/ICMLA58977.2023.00336},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/SharmaSVK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/ShenSZ23,
author = {Brendan Shen and
Mikhail Y. Shalaginov and
Tingying Helen Zeng},
title = {Injury Risk Prediction in Soccer Using Machine Learning},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {2103--2106},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00317},
doi = {10.1109/ICMLA58977.2023.00317},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/ShenSZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/ShiraziSR23,
author = {Majid Shirazi and
Georgij Safronov and
Amr Risk},
title = {Incremental Domain Learning for Surface Quality Inspection of Automotive
High Voltage Battery},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1619--1626},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00245},
doi = {10.1109/ICMLA58977.2023.00245},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/ShiraziSR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/ShiraziSR23a,
author = {Majid Shirazi and
Georgii Safronov and
Amr Rizk},
title = {Multi-Modal Machine Learning for Navigating Noisy Objectives of Automotive
Manufacturing Quality Inspection},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1875--1882},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00284},
doi = {10.1109/ICMLA58977.2023.00284},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/ShiraziSR23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/ShoerSOT23,
author = {Ibrahim Shoer and
Gihad N. Sohsah and
Merih Oztaylan and
Zeina Termanini},
title = {User-Centric Synthetic Road Network Generation Using Graph Neural
Networks and Graph Autoencoders},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1169--1174},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00175},
doi = {10.1109/ICMLA58977.2023.00175},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/ShoerSOT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/SilvaABTS23,
author = {Daniel Silva and
Georgios Agrotis and
Regina Beets{-}Tan and
Lu{\'{\i}}s F. Teixeira and
Wilson Silva},
title = {Attention-Based Regularisation for Improved Generalisability in Medical
Multi-Centre Data},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1412--1417},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00213},
doi = {10.1109/ICMLA58977.2023.00213},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/SilvaABTS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/SilvaOP23,
author = {Mar{\'{\i}}lia Costa Rosendo Silva and
Vitor Augusto de Oliveira and
Thiago Alexandre Salgueiro Pardo},
title = {A Sentiment Analysis Benchmark for Automated Machine Learning Applications},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1487--1494},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00224},
doi = {10.1109/ICMLA58977.2023.00224},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/SilvaOP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/SinghT23,
author = {Ankit Pratap Singh and
Ronak Tali},
title = {Byzantine Resilient Federated {REINFORCE} (GM-FedREINFORCE)},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {825--830},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00121},
doi = {10.1109/ICMLA58977.2023.00121},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/SinghT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/SmithSMZ23,
author = {Heath Smith and
James Seekings and
Mohammadreza Mohammadi and
Ramtin Zand},
title = {Realtime Facial Expression Recognition: Neuromorphic Hardware vs.
Edge {AI} Accelerators},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1547--1552},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00233},
doi = {10.1109/ICMLA58977.2023.00233},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/SmithSMZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/SmithZCJE23,
author = {Matthew Smith and
Luke Zhao and
Jonathan Cordova and
Xunfei Jiang and
Mahdi Ebrahimi},
title = {Energy-Efficient GPU-Intensive Workload Scheduling for Data Centers},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1735--1740},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00263},
doi = {10.1109/ICMLA58977.2023.00263},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/SmithZCJE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/SolovyevBBERA23,
author = {Nicholas Solovyev and
Ryan Barron and
Manish Bhattarai and
Maksim Ekin Eren and
Kim {\O}. Rasmussen and
Boian S. Alexandrov},
title = {Interactive Distillation of Large Single-Topic Corpora of Scientific
Papers},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1000--1005},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00148},
doi = {10.1109/ICMLA58977.2023.00148},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/SolovyevBBERA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/SoykanR23,
author = {Bulent Soykan and
Ghaith Rabadi},
title = {Optimizing Multi Commodity Flow Problem Under Uncertainty: {A} Deep
Reinforcement Learning Approach},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1267--1272},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00191},
doi = {10.1109/ICMLA58977.2023.00191},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/SoykanR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/StadtmannWG23,
author = {Tim Stadtmann and
Benedikt Wahl and
Tobias Gemmeke},
title = {NoisyDECOLLE: Robust Local Learning for SNNs on Neuromorphic Hardware},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1535--1540},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00231},
doi = {10.1109/ICMLA58977.2023.00231},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/StadtmannWG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/StieberHOR23,
author = {Simon Stieber and
Leonard Heber and
Christof Obertscheider and
Wolfgang Reif},
title = {Control of Composite Manufacturing Processes Through Deep Reinforcement
Learning},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {17--22},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00011},
doi = {10.1109/ICMLA58977.2023.00011},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/StieberHOR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/StivalTP23,
author = {Leandro Stival and
Ricardo da Silva Torres and
H{\'{e}}lio Pedrini},
title = {SwinFVC: {A} Swin Flow Video Colorization Example-Based Method},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {69--75},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00018},
doi = {10.1109/ICMLA58977.2023.00018},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/StivalTP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/StrelnikoffXA23,
author = {Sasha Strelnikoff and
Jiejun Xu and
Alireza Esna Ashari},
title = {Towards the Semantic Interpretation of Arbitrary Traffic Signs: Semantic
Parsing for Action-oriented Signs},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1771--1777},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00269},
doi = {10.1109/ICMLA58977.2023.00269},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/StrelnikoffXA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/SturmerGK23,
author = {Jan Marius St{\"{u}}rmer and
Marius Graumann and
Tobias Koch},
title = {Demonstrating Automated Generation of Simulation Models from Engineering
Diagrams},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1156--1162},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00173},
doi = {10.1109/ICMLA58977.2023.00173},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/SturmerGK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/SubramanianRSY23,
author = {Srikumar Subramanian and
Roshni R. Ramnani and
Shubhashis Sengupta and
Sangeeta Yadav},
title = {Orbit Propagation from Historical Data using Physics-informed Neural
ODEs},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1643--1648},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00248},
doi = {10.1109/ICMLA58977.2023.00248},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/SubramanianRSY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/SugiyamaU23,
author = {Kosuke Sugiyama and
Masato Uchida},
title = {Exploring Hessian Regularization in Mixup},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1817--1824},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00276},
doi = {10.1109/ICMLA58977.2023.00276},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/SugiyamaU23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/SultanaNNF23,
author = {Jamalia Sultana and
Mashiyat Nayeem and
Mahmuda Naznin and
Tanvir R. Faisal},
title = {Semi-Supervised Learning Based Femur Segmentation from {QCT} Images},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1656--1661},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00250},
doi = {10.1109/ICMLA58977.2023.00250},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/SultanaNNF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/SunC23,
author = {Xiuxuan Sun and
Jianhua Chen},
title = {Graph Wavenet+TimeGrad Probabilistic Model for High-Dimensional Time
Series Prediction},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1833--1838},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00278},
doi = {10.1109/ICMLA58977.2023.00278},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/SunC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/SunksuwanYSWFNC23,
author = {Thummachart Sunksuwan and
Thidarat Yukoet and
Rattanakorn Sadakorn and
Thannawat Wongwatanakul and
Rattanaporn Fakon and
Viet Tinh Nguyen and
Rujira Chaysiri},
title = {Utilizing Machine Learning to Enhance Profit Generation from Technical
Trading Rules in Portfolio Construction within the Stock Exchange
of Thailand},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1189--1193},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00178},
doi = {10.1109/ICMLA58977.2023.00178},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/SunksuwanYSWFNC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/SurendraSSMK23,
author = {Kishore Surendra and
Achim Schilling and
Paul Stoewer and
Andreas Maier and
Patrick Krauss},
title = {Word class representations spontaneously emerge in a deep neural network
trained on next word prediction},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1481--1486},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00223},
doi = {10.1109/ICMLA58977.2023.00223},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/SurendraSSMK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/Suthaharan23,
author = {Shan Suthaharan},
title = {Fall Detection using Machine Learning Techniques and Frequency-Driven
Riemannian Manifolds},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {194--201},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00035},
doi = {10.1109/ICMLA58977.2023.00035},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/Suthaharan23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/TaguchiG23,
author = {Yasunori Taguchi and
Hiro Gangi},
title = {Bayesian Optimization that Limits Search Region to Lower Dimensions
Utilizing Local {GPR}},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {202--209},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00036},
doi = {10.1109/ICMLA58977.2023.00036},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/TaguchiG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/TahirLWKC23,
author = {Naveed Tahir and
Yang Liu and
Tiexing Wang and
Garrett E. Katz and
Biao Chen},
title = {An Unsupervised Approach to Motion Detection Using WiFi Signals},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {966--972},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00143},
doi = {10.1109/ICMLA58977.2023.00143},
timestamp = {Mon, 29 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/TahirLWKC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/TahirQKLA23,
author = {Mehwish Tahir and
Yuansong Qiao and
Nadia Kanwal and
Brian Lee and
Mamoona Naveed Asghar},
title = {VidSearch: Privacy-by-Design Video Search and Retrieval System for
Large-Scale {CCTV} Data},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {2182--2187},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00329},
doi = {10.1109/ICMLA58977.2023.00329},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/TahirQKLA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/TanakaI23,
author = {Shintaro Tanaka and
Hitoshi Iima},
title = {Accelerated Text Data Augmentation Using a Paraphrase Generation Model
with Round-Trip Translation as a Supervisor},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1090--1093},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00162},
doi = {10.1109/ICMLA58977.2023.00162},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/TanakaI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/TeerapittayanonCMK23,
author = {Surat Teerapittayanon and
Marcus Z. Comiter and
Bradley McDanel and
H. T. Kung},
title = {StitchNet: Composing Neural Networks from Pre-Trained Fragments},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {61--68},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00017},
doi = {10.1109/ICMLA58977.2023.00017},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/TeerapittayanonCMK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/TestagroseJK23,
author = {Conrad Testagrose and
Athlene V. Jones and
Indika Kahanda},
title = {Patronizing and Condescending Language Detection},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1132--1137},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00169},
doi = {10.1109/ICMLA58977.2023.00169},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/TestagroseJK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/TomitaLM23,
author = {Victor Akihito Kamada Tomita and
F{\'{a}}bio Manoel Fran{\c{c}}a Lobato and
Ricardo Marcondes Marcacini},
title = {Weak Supervision for Question and Answering Sentiment Analysis},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1895--1900},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00287},
doi = {10.1109/ICMLA58977.2023.00287},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/TomitaLM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/TongXLYC23,
author = {Shengbo Tong and
Yuyang Xie and
Shenghua Liu and
Wenjian Yu and
Jixuan Cai},
title = {W3Detector: Detecting Fraudulent Online Sellers Based on Temporal
and Spacial Information},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1845--1851},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00280},
doi = {10.1109/ICMLA58977.2023.00280},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/TongXLYC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/Trask23,
author = {Thomas Trask},
title = {A Comparative Analysis of Nature-Inspired Feature Selection Algorithms
in Predicting Student Performance},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1692--1696},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00256},
doi = {10.1109/ICMLA58977.2023.00256},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/Trask23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/TrehanRSA23,
author = {Shubham Trehan and
Udhav Ramachandran and
Ruth Scimeca and
Sathyanarayanan N. Aakur},
title = {ProtoKD: Learning from Extremely Scarce Data for Parasite Ova Recognition},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {683--688},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00100},
doi = {10.1109/ICMLA58977.2023.00100},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/TrehanRSA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/TripuraneniKB23,
author = {Srinath Sai Tripuraneni and
Sadia Kamal and
Arunkumar Bagavathi},
title = {Quantitative Analysis of Forecasting Models: In the Aspect of Online
Political Bias},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1295--1299},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00195},
doi = {10.1109/ICMLA58977.2023.00195},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/TripuraneniKB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/TsurutaKK23,
author = {Hirofumi Tsuruta and
Yukari Katsura and
Masaya Kumagai},
title = {DeepCrysTet: {A} Deep Learning Approach Using Tetrahedral Mesh for
Predicting Properties of Crystalline Materials},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {152--157},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00029},
doi = {10.1109/ICMLA58977.2023.00029},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/TsurutaKK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/UduLGD23,
author = {Amadi Gabriel Udu and
Andrea Lecchini{-}Visintini and
Maryam Khaksar Ghalati and
Hongbiao Dong},
title = {Addressing Class Imbalance in Aeroengine Fault Detection},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1072--1077},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00159},
doi = {10.1109/ICMLA58977.2023.00159},
timestamp = {Mon, 15 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/UduLGD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/UpadhyayaBVDK23,
author = {Sreenivasa Upadhyaya and
Wim Buyens and
Erik Vranken and
Wim Desmet and
Peter Karsmakers},
title = {Assessment of Data Augmentation and Transfer Learning for Making {PIG}
Cough Classifier Robust to Changing Farm Conditions},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {952--957},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00141},
doi = {10.1109/ICMLA58977.2023.00141},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/UpadhyayaBVDK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/VallaLNMTT23,
author = {Elli Valla and
Henry Laur and
Sven N{\~{o}}mm and
Kadri Medijainen and
Pille Taba and
Aaro Toomela},
title = {Deep Learning Based Segmentation of Luria's Alternating Series Test
to Support Diagnostics of Parkinson's Disease},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1066--1071},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00158},
doi = {10.1109/ICMLA58977.2023.00158},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/VallaLNMTT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/VermaSKKRK23,
author = {Rajat Verma and
Ankit Sharma and
K. R. Sheetal Kumar and
Vinoth Kumar and
Nakao Ryohei and
Abhishek Kumar},
title = {Optimizing Bus Fleet Operations for Prolonged Battery Life: {A} Genetic
Algorithm Approach},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {2234--2239},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00337},
doi = {10.1109/ICMLA58977.2023.00337},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/VermaSKKRK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/VicenciodelmoralTZZ23,
author = {Abdi Yamil Vicenciodelmoral and
Md. Mehedi Hasan Tanim and
Feng Zhao and
Xinghui Zhao},
title = {A Machine Learning Approach to Support Neuromorphic Device Design
and Microfabrication},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1627--1634},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00246},
doi = {10.1109/ICMLA58977.2023.00246},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/VicenciodelmoralTZZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/VijYK23,
author = {Namarta Vij and
Aznam Yacoub and
Ziad Kobti},
title = {XLNet4Rec: Recommendations Based on Users' Long-Term and Short-Term
Interests Using Transformer},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {647--652},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00095},
doi = {10.1109/ICMLA58977.2023.00095},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/VijYK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/VoxNBPSS23,
author = {Christopher Vox and
Onno Niemann and
David Broneske and
Jan Piewek and
Andreas Udo Sass and
Gunter Saake},
title = {Knowledge Distillation for Quantized Vehicle Sensor Data},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {908--915},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00134},
doi = {10.1109/ICMLA58977.2023.00134},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/VoxNBPSS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/WangLHBB23,
author = {Kai Wang and
Daniel Lasaga and
John Helms and
Edward Bowen and
Sanmitra Bhattacharya},
title = {How far is too far? Identifying suspicious travel patterns in healthcare
claims using machine learning},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {610--617},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00090},
doi = {10.1109/ICMLA58977.2023.00090},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/WangLHBB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/WangLYHL23,
author = {Jingjing Wang and
Joshua Luo and
Grace Yang and
Allen Hong and
Feng Luo},
title = {Is {GPT} Powerful Enough to Analyze the Emotions of Memes?},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1338--1343},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00202},
doi = {10.1109/ICMLA58977.2023.00202},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/WangLYHL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/WangPV23,
author = {Tianze Wang and
Amir Hossein Payberah and
Vladimir Vlassov},
title = {Graph Representation Learning with Graph Transformers in Neural Combinatorial
Optimization},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {488--495},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00074},
doi = {10.1109/ICMLA58977.2023.00074},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/WangPV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/WarnerDTSK23,
author = {John G. Warner and
Quinton Davidson and
Michael Tietz and
William Scharpf and
Charles Keene},
title = {Characterizing CNN-Based Vessel Detection Algorithm Sensitivity to
Optical Sensor Artifacts},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {756--763},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00110},
doi = {10.1109/ICMLA58977.2023.00110},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/WarnerDTSK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/WeilerTM23,
author = {Jessica Weiler and
Andreas Theissler and
Uwe Messer},
title = {From Pixels to Palate: Deep Learning-Based Image Aesthetics Assessment
for Food and Beverages},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {504--511},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00076},
doi = {10.1109/ICMLA58977.2023.00076},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/WeilerTM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/XuYZH23,
author = {Jian Xu and
Guangfeng Yan and
Ziyan Zheng and
Shao{-}Lun Huang},
title = {Mitigating Model Poisoning Attacks on Distributed Learning with Heterogeneous
Data},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {738--743},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00108},
doi = {10.1109/ICMLA58977.2023.00108},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/XuYZH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/YadavBXBTD23,
author = {Amit Kumar Singh Yadav and
Kratika Bhagtani and
Ziyue Xiang and
Paolo Bestagini and
Stefano Tubaro and
Edward J. Delp},
title = {{DSVAE:} Disentangled Representation Learning for Synthetic Speech
Detection},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {472--479},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00072},
doi = {10.1109/ICMLA58977.2023.00072},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/YadavBXBTD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/YadavXBBTD23,
author = {Amit Kumar Singh Yadav and
Ziyue Xiang and
Kratika Bhagtani and
Paolo Bestagini and
Stefano Tubaro and
Edward J. Delp},
title = {{PS3DT:} Synthetic Speech Detection Using Patched Spectrogram Transformer},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {496--503},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00075},
doi = {10.1109/ICMLA58977.2023.00075},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/YadavXBBTD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/YangRLCKSG23,
author = {Yuxin Yang and
Zhengyong Ren and
Chris Lenart and
Ashton Corsello and
Karl W. Kosko and
Simon Su and
Qiang Guan},
title = {Deep Learning-based Student Learning Behavior Understanding Framework
in Real Classroom Scene},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {437--444},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00067},
doi = {10.1109/ICMLA58977.2023.00067},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/YangRLCKSG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/YarnellPDW23,
author = {Richard C. Yarnell and
Pierce Powell and
Ronald F. DeMara and
Annie S. Wu},
title = {A Genetic Algorithm for Combinational Logic Circuit Synthesis Using
Directed Graph Primitives},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1859--1866},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00282},
doi = {10.1109/ICMLA58977.2023.00282},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/YarnellPDW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/YatkinK23,
author = {Muhammed Adil Yatkin and
Mihkel K{\~{o}}rgesaar},
title = {Fracture Estimation Based on Deformation History with Recurrent Neural
Networks},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1025--1030},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00152},
doi = {10.1109/ICMLA58977.2023.00152},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/YatkinK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/YehDZWCFDZWZ23,
author = {Chin{-}Chia Michael Yeh and
Xin Dai and
Yan Zheng and
Junpeng Wang and
Huiyuan Chen and
Yujie Fan and
Audrey Der and
Zhongfang Zhuang and
Liang Wang and
Wei Zhang},
title = {Multitask Learning for Time Series Data with 2D Convolution},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {9--16},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00010},
doi = {10.1109/ICMLA58977.2023.00010},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/YehDZWCFDZWZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/YiDTLCAFLMW23,
author = {Katherine Yi and
Angelina Dewar and
Tartela Tabassum and
Jason Lu and
Ray Chen and
Homayra Alam and
Omar Faruque and
Sikan Li and
Mathieu Morlighem and
Jianwu Wang},
title = {Evaluating Machine Learning and Statistical Models for Greenland Subglacial
Bed Topography},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {659--666},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00097},
doi = {10.1109/ICMLA58977.2023.00097},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/YiDTLCAFLMW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/YinFJR23,
author = {Biao Yin and
Yangyang Fan and
Nicholas Josselyn and
Elke A. Rundensteiner},
title = {AlloyGAN: Domain-Promptable Generative Adversarial Network for Generating
Aluminum Alloy Microstructures},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1649--1655},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00249},
doi = {10.1109/ICMLA58977.2023.00249},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/YinFJR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/YinJCKRJSZR23,
author = {Biao Yin and
Nicholas Josselyn and
Thomas A. Considine and
John V. Kelley and
Berend C. Rinderspacher and
Robert E. Jensen and
James F. Snyder and
Ziming Zhang and
Elke A. Rundensteiner},
title = {DeepSC-Edge: Scientific Corrosion Segmentation with Edge-Guided and
Class-Balanced Losses},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1662--1668},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00251},
doi = {10.1109/ICMLA58977.2023.00251},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/YinJCKRJSZR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/ZafariKMNTKS23,
author = {Ali Zafari and
Atefeh Khoshkhahtinat and
Piyush M. Mehta and
Nasser M. Nasrabadi and
Barbara J. Thompson and
Michael S. F. Kirk and
Daniel Da Silva},
title = {Multi-Spectral Entropy Constrained Neural Compression of Solar Imagery},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1181--1188},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00177},
doi = {10.1109/ICMLA58977.2023.00177},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/ZafariKMNTKS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/ZarbaliHH23,
author = {Emilio Zarbali and
Alwin Hoffmann and
Jonas Hepp},
title = {Contrastive Pretraining of Regression Tasks in Reliability Forecasting
of Automotive Electronics},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {332--338},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00053},
doi = {10.1109/ICMLA58977.2023.00053},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/ZarbaliHH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/ZeinalipourIARMG23,
author = {Kamyar Zeinalipour and
Tommaso Iaquinta and
Giovanni Angelini and
Leonardo Rigutini and
Marco Maggini and
Marco Gori},
title = {Building Bridges of Knowledge: Innovating Education with Automated
Crossword Generation},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1228--1236},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00185},
doi = {10.1109/ICMLA58977.2023.00185},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/ZeinalipourIARMG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/ZhangB23,
author = {Jason Zhang and
Adrian Barbu},
title = {Reliable Classification using Compact Support Probabilistic {PCA}},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1350--1354},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00204},
doi = {10.1109/ICMLA58977.2023.00204},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/ZhangB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/ZhangDRBB23,
author = {Zheng Zhang and
Amit Das and
Mostafa Rahgouy and
Yida Bao and
Sanjeev Baskiyar},
title = {Multi-Label Classification of {CS} Papers Using Natural Language Processing
Models},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1907--1912},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00289},
doi = {10.1109/ICMLA58977.2023.00289},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/ZhangDRBB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/ZhangS23,
author = {Hongzhi Zhang and
M. Omair Shafiq},
title = {ConKGP: {A} Contrastive Learning Framework on Knowledge Graphs for
Commonsense Reasoning with Perturbation},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1120--1125},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00167},
doi = {10.1109/ICMLA58977.2023.00167},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/ZhangS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/ZhangXBB23,
author = {Zheng Zhang and
Liangliang Xu and
Yida Bao and
Sanjeev Baskiyar},
title = {Towards the Diagnosis of Heart Disease Using an Ensemble Learning
Approach},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1901--1906},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00288},
doi = {10.1109/ICMLA58977.2023.00288},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/ZhangXBB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/ZhaoYGJZY23,
author = {Haocheng Zhao and
Limin Yu and
Runwei Guan and
Liye Jia and
Junqing Zhang and
Yutao Yue},
title = {{PLSR:} Unstructured Pruning with Layer-Wise Sparsity Ratio},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1--8},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00009},
doi = {10.1109/ICMLA58977.2023.00009},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/ZhaoYGJZY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/ZhongMMMB23,
author = {Weiheng Zhong and
Tanwi Mallick and
Jane MacFarlane and
Hadi Meidani and
Prasanna Balaprakash},
title = {Graph Pyramid Autoformer for Long- Term Traffic Forecasting},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {384--391},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00060},
doi = {10.1109/ICMLA58977.2023.00060},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/ZhongMMMB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/ZhouQXLCLYLLSHH23,
author = {Longfei Zhou and
Zhanghao Qin and
Ping Xia and
Jiabao Liu and
Weihao Cheng and
Yunwei Li and
Leyi Ying and
Qian Liu and
Mengxin Liu and
Gezhang Song and
Zebo Huang and
Zhou Hao},
title = {General Model for Manufacturing Defect Detection Crossing Multiple
Products},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1595--1600},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00241},
doi = {10.1109/ICMLA58977.2023.00241},
timestamp = {Fri, 12 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/ZhouQXLCLYLLSHH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/ZimmermanSAS23,
author = {Isabel Zimmerman and
Julia Silge and
Paniz Abedin and
Reinaldo Sanchez{-}Arias},
title = {Meta-Analysis of the Machine Learning Operations Open Source Ecosystem},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {922--925},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00136},
doi = {10.1109/ICMLA58977.2023.00136},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/ZimmermanSAS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/ZorekLA23,
author = {Sophia Zorek and
Shengxin Luo and
Vanessa Aguiar{-}Pulido},
title = {Few-Shot Image Classification for Rare Ocular Disease with an Ensemble
of Pretrained Feature Extractors and a Statistical Classifier},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {2141--2146},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00323},
doi = {10.1109/ICMLA58977.2023.00323},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/ZorekLA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/icmla/2023,
title = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023},
doi = {10.1109/ICMLA58977.2023},
isbn = {979-8-3503-4534-6},
timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
a service of 
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
retrieved on 2024-05-17 18:04 CEST from data curated by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
