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@inproceedings{DBLP:conf/inns-dlia/AdibCWMR23,
author = {Muhammed Yaseen Morshed Adib and
Sovon Chakraborty and
Mashiwat Tabassum Waishy and
Md. Humaion Kabir Mehedi and
Annajiat Alim Rasel},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {BiLSTM-ANN Based Employee Job Satisfaction Analysis from Glassdoor
Data Using Web Scraping},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {1--10},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.139},
doi = {10.1016/J.PROCS.2023.08.139},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns-dlia/AdibCWMR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/AgrawalR0O23,
author = {Pawan Agrawal and
Subham Raj and
Sriparna Saha and
Naoyuki Onoe},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {A Meta-learning Based Generative Model with Graph Attention Network
for Multi-Modal Recommender Systems},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {581--590},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.196},
doi = {10.1016/J.PROCS.2023.08.196},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns-dlia/AgrawalR0O23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/AiYSZS23,
author = {Zhengyang Ai and
Junnan Yin and
Shuaizong Si and
Hongsong Zhu and
Limin Sun},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {Mining Implicit Behavioral Patterns via Attention Networks for Sequential
Recommendation},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {177--186},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.155},
doi = {10.1016/J.PROCS.2023.08.155},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns-dlia/AiYSZS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/AlvesGBRFMSFANF23,
author = {Pedro V. A. Alves and
Mateus A. S. S. Goldbarg and
Wysterl{\^{a}}nya K. P. Barros and
Iago D. Rego and
Vin{\'{\i}}cius J. M. T. Filho and
Allan de M. Martins and
Vicente A. de Sousa Jr. and
Ramon dos Reis Fontes and
Eduardo Henrique da Silva Aranha and
Augusto V. Neto and
Marcelo A. C. Fernandes},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {Machine Learning Applied to Anomaly Detection on 5G {O-RAN} Architecture},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {81--93},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.146},
doi = {10.1016/J.PROCS.2023.08.146},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns-dlia/AlvesGBRFMSFANF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/BakhshiGGC23,
author = {Ali Bakhshi and
Joaqu{\'{\i}}n Garc{\'{\i}}a{-}G{\'{o}}mez and
Roberto Gil{-}Pita and
Stephan K. Chalup},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {Violence Detection in Real-Life Audio Signals Using Lightweight Deep
Neural Networks},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {244--251},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.162},
doi = {10.1016/J.PROCS.2023.08.162},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns-dlia/BakhshiGGC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/BalloutKHK23,
author = {Mohamad Ballout and
Ulf Krumnack and
Gunther Heidemann and
Kai{-}Uwe K{\"{u}}hnberger},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {Investigating Pre-trained Language Models on Cross-Domain Datasets,
a Step Closer to General {AI}},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {94--103},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.147},
doi = {10.1016/J.PROCS.2023.08.147},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns-dlia/BalloutKHK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/BazinasLK23,
author = {Christos Bazinas and
Chris Lytridis and
Vassilis G. Kaburlasos},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {Meta-Statistical Deep Learning for Stochastic Time-Series Prediction
in Agricultural Applications},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {293--302},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.168},
doi = {10.1016/J.PROCS.2023.08.168},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns-dlia/BazinasLK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/BissaroJDJC23,
author = {Lucas Z. Bissaro and
Odelmo O. Nascimento Junior and
Jo{\~{a}}o{-}Batista Destro{-}Filho and
Yaochu Jin and
Murillo G. Carneiro},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {Towards the Prognosis of Patients in Coma using Echo State Networks
for {EEG} Analysis},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {509--518},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.189},
doi = {10.1016/J.PROCS.2023.08.189},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns-dlia/BissaroJDJC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/BoltSDHK23,
author = {Andrew Bolt and
Conrad Sanderson and
Joel Janek Dabrowski and
Carolyn Huston and
Petra Kuhnert},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {A Neural Emulator for Uncertainty Estimation of Fire Propagation},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {367--376},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.175},
doi = {10.1016/J.PROCS.2023.08.175},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns-dlia/BoltSDHK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/Bras23,
author = {Pierre Bras},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {Langevin Algorithms for Very Deep Neural Networks with Application
to Image Classification},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {303--310},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.169},
doi = {10.1016/J.PROCS.2023.08.169},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns-dlia/Bras23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/CarvalhoVBR23,
author = {Giovanni Carvalho and
Darniton Viana and
Luciano Barbosa and
Tsang Ing Ren},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {Combining Structured and Unstructured Data using Co-Attention for
Car Price Prediction},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {646--655},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.202},
doi = {10.1016/J.PROCS.2023.08.202},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns-dlia/CarvalhoVBR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/ChaukairSS23,
author = {Mustafa Chaukair and
Christof Sch{\"{u}}tte and
Vikram Sunkara},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {On the Activation Space of ReLU equipped Deep Neural Networks},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {624--635},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.200},
doi = {10.1016/J.PROCS.2023.08.200},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns-dlia/ChaukairSS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/Chen0023,
author = {Heyu Chen and
Shigang Li and
Jianfeng Li},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {An End-to-End Network for Upright Adjustment of Panoramic Images},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {435--447},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.182},
doi = {10.1016/J.PROCS.2023.08.182},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns-dlia/Chen0023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/Chen23,
author = {Samuel Yen{-}Chi Chen},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {Asynchronous training of quantum reinforcement learning},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {321--330},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.171},
doi = {10.1016/J.PROCS.2023.08.171},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns-dlia/Chen23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/ChenBZW23,
author = {Weihuai Chen and
Quzhen Baima and
Qi Zhao and
Binhui Wang},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {{DGC-CRL:} Dependency Graph Convolution based Contrastive Representation
Learning for Chinese Medical Question Matching},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {311--320},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.170},
doi = {10.1016/J.PROCS.2023.08.170},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns-dlia/ChenBZW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/ChenJHAH23,
author = {Zhongrui Chen and
Md Jobayer and
Md. Rakibul Hasan and
Khandaker Asif Ahmed and
Md. Zakir Hossain},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {MutFusVAE: Mutational Fusion Variational Autoencoder for Predicting
Primary Sites of Cancer},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {272--283},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.166},
doi = {10.1016/J.PROCS.2023.08.166},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns-dlia/ChenJHAH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/ChenWTT23,
author = {Chang{-}Shuo Chen and
Di{-}Cheng Wang and
Rua{-}Huan Tsaih and
Chi{-}Hsiang Tsaih},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {A Mechanism for Supporting the Peak/Trough Detection in the Concept
Drifting Environment},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {262--271},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.164},
doi = {10.1016/J.PROCS.2023.08.164},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns-dlia/ChenWTT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/DuYTZ23,
author = {Ke Du and
Jiaxing Yan and
Li Tang and
Hongping Zhao},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {A TransSE-ResNet Deep Learning Model with Multi-Head Attention Mechanism
for Covid-19 Chest {CT} Image Classification},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {137--146},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.151},
doi = {10.1016/J.PROCS.2023.08.151},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns-dlia/DuYTZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/EmersonC23,
author = {John Emerson and
Yllias Chali},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {Efficient Multi-hop Question Generation},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {217--222},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.159},
doi = {10.1016/J.PROCS.2023.08.159},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns-dlia/EmersonC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/EvdokimovKP23,
author = {Ivan Evdokimov and
Michael Kampouridis and
Tasos Papastylianou},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {Application Of Machine Learning Algorithms to Free Cash Flows Growth
Rate Estimation},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {529--538},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.191},
doi = {10.1016/J.PROCS.2023.08.191},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns-dlia/EvdokimovKP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/HeWFQ23,
author = {Fuyun He and
Yan Wei and
Fangyu Feng and
Youwei Qian},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {Efficient and Lightweight Neuron Morphology Classification Using Gabor
Convolutional Networks},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {233--243},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.161},
doi = {10.1016/J.PROCS.2023.08.161},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns-dlia/HeWFQ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/HeuilletTA23,
author = {Alexandre Heuillet and
Hedi Tabia and
Hichem Arioui},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {NASiam: Efficient Representation Learning using Neural Architecture
Search for Siamese Networks},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {58--70},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.144},
doi = {10.1016/J.PROCS.2023.08.144},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns-dlia/HeuilletTA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/HossainRAMAAR23,
author = {Mir Sazzat Hossain and
Sugandha Roy and
K. M. B. Asad and
Arshad Momen and
Amin Ahsan Ali and
M. Ashraful Amin and
A. K. M. Mahbubur Rahman},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {Morphological classification of Radio Galaxies using Semi-Supervised
Group Equivariant CNNs},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {601--612},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.198},
doi = {10.1016/J.PROCS.2023.08.198},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns-dlia/HossainRAMAAR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/IsmailA23,
author = {Fathima Nuzla Ismail and
Shanika Amarasoma},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {One-class Classification-Based Machine Learning Model for Estimating
the Probability of Wildfire Risk},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {341--352},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.173},
doi = {10.1016/J.PROCS.2023.08.173},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns-dlia/IsmailA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/KaparakisM23,
author = {Christos Kaparakis and
Siamak Mehrkanoon},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {WF-UNet: Weather Data Fusion using 3D-UNet for Precipitation Nowcasting},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {223--232},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.160},
doi = {10.1016/J.PROCS.2023.08.160},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns-dlia/KaparakisM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/KimK23,
author = {Jon{-}Lark Kim and
Miseong Kim},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {Error-correcting output codes for multi-class classification based
on Hadamard matrices and a {CNN} model},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {252--261},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.163},
doi = {10.1016/J.PROCS.2023.08.163},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns-dlia/KimK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/KnoxXZ23,
author = {David Knox and
Bing Xue and
Mengjie Zhang},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {Convolutional Neural Networks with Mask Shift Loss for Improving Building
Outlines Detection},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {636--645},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.201},
doi = {10.1016/J.PROCS.2023.08.201},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns-dlia/KnoxXZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/KumarSK23,
author = {Lokesh Kumar and
Sanjay K. Sahay and
Hrishikesh Govindrao Kusneniwar},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {An investigation of two-step cascaded {CNN} for the detection of gravitational
wave signal from two different astronomical sources},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {676--684},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.205},
doi = {10.1016/J.PROCS.2023.08.205},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns-dlia/KumarSK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/LerogeronPHR23,
author = {Hugo Lerogeron and
Romain Picot{-}Cl{\'{e}}mente and
Laurent Heutte and
Alain Rakotomamonjy},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {Learning an autoencoder to compress {EEG} signals via a neural network
based approximation of {DTW}},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {448--457},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.183},
doi = {10.1016/J.PROCS.2023.08.183},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns-dlia/LerogeronPHR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/LiFD23,
author = {Miles Q. Li and
Benjamin C. M. Fung and
Ashita Diwan},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {A Novel Deep Multi-head Attentive Vulnerable Line Detector},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {35--44},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.142},
doi = {10.1016/J.PROCS.2023.08.142},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns-dlia/LiFD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/LiX23,
author = {Keyao Li and
Jungang Xu},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {{AC-MMOE:} {A} Multi-gate Mixture-of-experts Model Based on Attention
and Convolution},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {187--196},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.156},
doi = {10.1016/J.PROCS.2023.08.156},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns-dlia/LiX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/LiuPWCS23,
author = {Shixuan Liu and
Chen Peng and
Chao Wang and
Xiangyan Chen and
Shuangyong Song},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {icsBERTs: Optimizing Pre-trained Language Models in Intelligent Customer
Service},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {127--136},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.150},
doi = {10.1016/J.PROCS.2023.08.150},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns-dlia/LiuPWCS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/LouLX23,
author = {Liangshan Lou and
Ke Lu and
Jian Xue},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {Multi-Scale Vision Transformer for Defect Object Detection},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {397--406},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.178},
doi = {10.1016/J.PROCS.2023.08.178},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns-dlia/LouLX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/McKenzieM23,
author = {Mark C. McKenzie and
Mark D. McDonnell},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {Hyperparameter Selection in Reinforcement Learning Using the "Design
of Experiments" Method},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {11--24},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.140},
doi = {10.1016/J.PROCS.2023.08.140},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns-dlia/McKenzieM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/MehrabiBSA23,
author = {Ali Mehrabi and
Yeshwanth Bethi and
Andr{\'{e}} van Schaik and
Saeed Afshar},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {An Optimized Multi-layer Spiking Neural Network implementation in
{FPGA} Without Multipliers},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {407--414},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.179},
doi = {10.1016/J.PROCS.2023.08.179},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns-dlia/MehrabiBSA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/Min23,
author = {Zeping Min},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {Attention Link: An Efficient Attention-Based Low Resource Machine
Translation Architecture},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {284--292},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.167},
doi = {10.1016/J.PROCS.2023.08.167},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns-dlia/Min23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/MondalKS0SO23,
author = {Prabir Mondal and
Pulkit Kapoor and
Siddharth Singh and
Sriparna Saha and
Jyoti Prakash Singh and
Naoyuki Onoe},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {Task-Specific and Graph Convolutional Network based Multi-modal Movie
Recommendation System in Indian Setting},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {591--600},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.197},
doi = {10.1016/J.PROCS.2023.08.197},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns-dlia/MondalKS0SO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/MuradAP23,
author = {Taslim Murad and
Sarwan Ali and
Murray Patterson},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {A New Direction in Membranolytic Anticancer Peptides classification:
Combining Spaced k-mers with Chaos Game Representation},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {666--675},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.204},
doi = {10.1016/J.PROCS.2023.08.204},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns-dlia/MuradAP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/Ofori-BoatengAJ23,
author = {Regina Ofori{-}Boateng and
Magaly Aceves{-}Martins and
Chrisina Jayne and
Nirmalie Wiratunga and
Carlos Francisco Moreno{-}Garc{\'{\i}}a},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {Evaluation of Attention-Based {LSTM} and Bi-LSTM Networks For Abstract
Text Classification in Systematic Literature Review Automation},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {114--126},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.149},
doi = {10.1016/J.PROCS.2023.08.149},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns-dlia/Ofori-BoatengAJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/OleksiienkoTI23,
author = {Illia Oleksiienko and
Dat Thanh Tran and
Alexandros Iosifidis},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {Variational Neural Networks},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {104--113},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.148},
doi = {10.1016/J.PROCS.2023.08.148},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns-dlia/OleksiienkoTI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/OrimaTH23,
author = {Takemori Orima and
Takeru Tsuji and
Yoshihiko Horio},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {An Extended Spatiotemporal Contextual Learning and Memory Network
Model for Hardware Implementation},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {478--487},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.186},
doi = {10.1016/J.PROCS.2023.08.186},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns-dlia/OrimaTH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/OrojoTMM23,
author = {Oluwatamilore Orojo and
Jonathan A. Tepper and
T. Martin McGinnity and
Mufti Mahmud},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {The Multi-Recurrent Neural Network for State-Of-The-Art Time-Series
Processing},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {488--498},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.187},
doi = {10.1016/J.PROCS.2023.08.187},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns-dlia/OrojoTMM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/Owoeye23,
author = {Kehinde Owoeye},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {Curriculum Compositional Continual Learning for Neural Machine Translation},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {167--176},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.154},
doi = {10.1016/J.PROCS.2023.08.154},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns-dlia/Owoeye23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/PalitBC23,
author = {Sanchar Palit and
Biplab Banerjee and
Subhasis Chaudhuri},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {Prototypical Quadruplet for Few-Shot Class Incremental Learning},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {25--34},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.141},
doi = {10.1016/J.PROCS.2023.08.141},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns-dlia/PalitBC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/PanWZRZ23,
author = {Mengyuan Pan and
Po Wu and
Yiwei Zou and
Chong Ruan and
Tao Zhang},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {An automatic vulnerability classification framework based on BiGRU-TextCNN},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {377--386},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.176},
doi = {10.1016/J.PROCS.2023.08.176},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns-dlia/PanWZRZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/SakaiDFSIIKHS23,
author = {Yasufumi Sakai and
Thang Dang and
Shigeki Fukuta and
Koichi Shirahata and
Atsushi Ishikawa and
Atsuki Inoue and
Hiroshi Kawaguchi and
{\'{A}}rni Bj{\"{o}}rn H{\"{o}}skuldsson and
Egill Sk{\'{u}}lason},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {Self-Supervised Learning with Atom Replacement for Catalyst Energy
Prediction by Graph Neural Networks},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {458--467},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.184},
doi = {10.1016/J.PROCS.2023.08.184},
timestamp = {Wed, 13 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns-dlia/SakaiDFSIIKHS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/Salazar23,
author = {Andres Eduardo Coca Salazar},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {{CLBP} Texture Descriptor in Multipartite Complex Network Configuration
for Music Genre Classification},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {331--340},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.172},
doi = {10.1016/J.PROCS.2023.08.172},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns-dlia/Salazar23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/SamalWTW23,
author = {Kruttidipta Samal and
Thomas Walton and
Dung Hoang Tran and
Marilyn Wolf},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {A Markovian Error Model for False Negatives in DNN-based Perception-Driven
Control Systems},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {549--560},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.193},
doi = {10.1016/J.PROCS.2023.08.193},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns-dlia/SamalWTW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/SankalaK23,
author = {Sreekanth Sankala and
Sri Rama Murty Kodukula},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {On Adversarial Vulnerability of Activation Functions in Automatic
Speaker verification System},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {613--623},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.199},
doi = {10.1016/J.PROCS.2023.08.199},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns-dlia/SankalaK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/SartiLM23,
author = {Simone Sarti and
Eugenio Lomurno and
Matteo Matteucci},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {Anticipate, Ensemble and Prune: Improving Convolutional Neural Networks
via Aggregated Early Exits},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {519--528},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.190},
doi = {10.1016/J.PROCS.2023.08.190},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns-dlia/SartiLM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/SilvaNMMSR23,
author = {Aline Montenegro Leal Silva and
Francisco Jair de Oliveira Neres and
Ana Paula da Silva Mendes and
Vin{\'{\i}}cius Ponte Machado and
Andr{\'{e}} Macedo Santana and
Ricardo de Andrade Lira Rabelo},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {Method for inferring the number of clusters based on a range of attribute
values with subsequent automatic data labeling},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {561--570},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.194},
doi = {10.1016/J.PROCS.2023.08.194},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns-dlia/SilvaNMMSR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/SooksatraB023,
author = {Korn Sooksatra and
Gissella Bejarano and
Pablo Rivas},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {Evaluating Robustness of Reconstruction Models with Adversarial Networks},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {353--366},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.174},
doi = {10.1016/J.PROCS.2023.08.174},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns-dlia/SooksatraB023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/SousaC23,
author = {Thiago Fernandes de Sousa and
Celso Gon{\c{c}}alves Camilo},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {HDeep: Hierarchical Deep Learning Combination for Detection of Diabetic
Retinopathy},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {425--434},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.181},
doi = {10.1016/J.PROCS.2023.08.181},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns-dlia/SousaC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/SouzaJQSSZ23,
author = {Maynara Donato de Souza and
Clesson Roberto Silva Junior and
Jonysberg P. Quintino and
Andre Lu{\'{\i}}s de Medeiros Santos and
Fabio Q. B. da Silva and
Cleber Zanchettin},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {Exploring the Impact of Synthetic Data on Human Activity Recognition
Tasks},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {656--665},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.203},
doi = {10.1016/J.PROCS.2023.08.203},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns-dlia/SouzaJQSSZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/StammlerHKSHH023,
author = {Matthias Stammler and
Julian H{\"{o}}fer and
David Kraus and
Patrick Schmidt and
Tim Hotfilter and
Tanja Harbaum and
J{\"{u}}rgen Becker},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {{EFFECT:} An End-to-End Framework for Evaluating Strategies for Parallel
{AI} Anomaly Detection},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {499--508},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.188},
doi = {10.1016/J.PROCS.2023.08.188},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns-dlia/StammlerHKSHH023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/WangY23,
author = {Yue Wang and
Jianjun Yu},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {A Co-LNP Academic Award Prediction Mechanism based on the CEw-LSTM
Model},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {468--477},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.185},
doi = {10.1016/J.PROCS.2023.08.185},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns-dlia/WangY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/XiCCY23,
author = {Zepu Xi and
Hongbo Chen and
Xiaoqian Chen and
Wen Yao},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {Distributions-free Martingales Test Distributions-shift},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {157--166},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.153},
doi = {10.1016/J.PROCS.2023.08.153},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns-dlia/XiCCY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/XuS23,
author = {Yuan Xu and
Qinliang Su},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {Boosting BERT-Based Knowledge Graph Completion with Contrastive Learning
and Hard Sample Training},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {71--80},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.145},
doi = {10.1016/J.PROCS.2023.08.145},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns-dlia/XuS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/YangKKLL23,
author = {Geon{-}Jun Yang and
Jun{-}Hee Kim and
Hyun{-}Woo Kim and
Gun{-}Hee Lee and
Seong{-}Whan Lee},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {EGPose: Explicit and Geometric Self-Supervision for 3D Human Pose
Estimation},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {387--396},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.177},
doi = {10.1016/J.PROCS.2023.08.177},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns-dlia/YangKKLL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/YaoLRH23,
author = {Jiawei Yao and
Enbei Liu and
Maham Rashid and
Juhua Hu},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {AugDMC: Data Augmentation Guided Deep Multiple Clustering},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {571--580},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.195},
doi = {10.1016/J.PROCS.2023.08.195},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns-dlia/YaoLRH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/YooSLAH23,
author = {John Yoo and
Rumali Siddiqua and
Xuehan Liu and
Khandaker Asif Ahmed and
Md. Zakir Hossain},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {BeeNet: An End-To-End Deep Network For Bee Surveillance},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {415--424},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.180},
doi = {10.1016/J.PROCS.2023.08.180},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns-dlia/YooSLAH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/YoussefP023,
author = {Fatma Youssef and
Victor Parque and
Walid Gomaa},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {{VCOACH:} {A} Virtual Coaching System Based on Visual Streaming},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {207--216},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.158},
doi = {10.1016/J.PROCS.2023.08.158},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns-dlia/YoussefP023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/ZhangWZ23,
author = {Hongyu Zhang and
Suyu Wang and
Yingying Zhang},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {A Dual-Path Multi-Scale Feature Fusion Decoder for SegFormer},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {147--156},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.152},
doi = {10.1016/J.PROCS.2023.08.152},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns-dlia/ZhangWZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/ZhangZ23,
author = {Chenrui Zhang and
Chenyi Zhuang},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {HScore: {A} Target Attention-based Filter Pruning with Visualizing
the Area of Feature Map},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {45--57},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.143},
doi = {10.1016/J.PROCS.2023.08.143},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns-dlia/ZhangZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/ZhengLZ23,
author = {Yuanze Zheng and
Hu Liang and
Shengrong Zhao},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {LMBNet: Lightweight Multiple Branch Network for Recognition of {HER2}
Expression Levels},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {197--206},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.157},
doi = {10.1016/J.PROCS.2023.08.157},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns-dlia/ZhengLZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns-dlia/ZunigaR0UZJ23,
author = {Esteban Wilfredo Vilca Zu{\~{n}}iga and
Caetano Mazzoni Ranieri and
Liang Zhao and
J{\'{o}} Ueyama and
Yu{-}tao Zhu and
Donghong Ji},
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {Maximizing portfolio profitability during a cryptocurrency downtrend:
{A} Bitcoin Blockchain transaction-based approach},
booktitle = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
pages = {539--548},
publisher = {Elsevier},
year = {2023},
url = {https://doi.org/10.1016/j.procs.2023.08.192},
doi = {10.1016/J.PROCS.2023.08.192},
timestamp = {Wed, 01 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inns-dlia/ZunigaR0UZJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/inns-dlia/2023,
editor = {Chrisina Jayne and
Danilo P. Mandic and
Richard J. Duro},
title = {International Neural Network Society Workshop on Deep Learning Innovations
and Applications, {INNS} DLIA@IJCNN 2023, Gold Coast, Australia, 23
June 2023},
series = {Procedia Computer Science},
volume = {222},
publisher = {Elsevier},
year = {2023},
url = {https://www.sciencedirect.com/science/journal/18770509/222},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inns-dlia/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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