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ORCIDBibTeX records: Manar D. Samad
@article{DBLP:journals/corr/abs-2401-04266,
author = {Shourav B. Rabbani and
Ivan V. Medri and
Manar D. Samad},
title = {Attention versus Contrastive Learning of Tabular Data - {A} Data-centric
Benchmarking},
journal = {CoRR},
volume = {abs/2401.04266},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.04266},
doi = {10.48550/ARXIV.2401.04266},
eprinttype = {arXiv},
eprint = {2401.04266},
timestamp = {Wed, 24 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-04266.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/KazijevsS23,
author = {Maksims Kazijevs and
Manar D. Samad},
title = {Deep imputation of missing values in time series health data: {A}
review with benchmarking},
journal = {J. Biomed. Informatics},
volume = {144},
pages = {104440},
year = {2023},
url = {https://doi.org/10.1016/j.jbi.2023.104440},
doi = {10.1016/J.JBI.2023.104440},
timestamp = {Thu, 14 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbi/KazijevsS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaci/AbrarSS23,
author = {Sakib Abrar and
Ali Sekmen and
Manar D. Samad},
title = {Effectiveness of Deep Image Embedding Clustering Methods on Tabular
Data},
booktitle = {15th International Conference on Advanced Computational Intelligence,
{ICACI} 2023, Seoul, Korea, Republic of, May 6-9, 2023},
pages = {1--7},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICACI58115.2023.10146161},
doi = {10.1109/ICACI58115.2023.10146161},
timestamp = {Mon, 03 Jul 2023 14:35:36 +0200},
biburl = {https://dblp.org/rec/conf/icaci/AbrarSS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isqed/PaulAMIS23,
author = {Omari Paul and
Sakib Abrar and
Richard Mu and
Riadul Islam and
Manar D. Samad},
title = {Deep Image Segmentation for Defect Detection in Photo-lithography
Fabrication},
booktitle = {24th International Symposium on Quality Electronic Design, {ISQED}
2023, San Francisco, CA, USA, April 5-7, 2023},
pages = {1--7},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ISQED57927.2023.10129372},
doi = {10.1109/ISQED57927.2023.10129372},
timestamp = {Thu, 01 Jun 2023 22:29:52 +0200},
biburl = {https://dblp.org/rec/conf/isqed/PaulAMIS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-00802,
author = {Manar D. Samad and
Sakib Abrar and
Mohammad Bataineh},
title = {{G-CEALS:} Gaussian Cluster Embedding in Autoencoder Latent Space
for Tabular Data Representation},
journal = {CoRR},
volume = {abs/2301.00802},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.00802},
doi = {10.48550/ARXIV.2301.00802},
eprinttype = {arXiv},
eprint = {2301.00802},
timestamp = {Tue, 10 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-00802.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-10902,
author = {Maksims Kazijevs and
Manar D. Samad},
title = {Deep Imputation of Missing Values in Time Series Health Data: {A}
Review with Benchmarking},
journal = {CoRR},
volume = {abs/2302.10902},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.10902},
doi = {10.48550/ARXIV.2302.10902},
eprinttype = {arXiv},
eprint = {2302.10902},
timestamp = {Fri, 24 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-10902.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-06772,
author = {Shourav B. Rabbani and
Manar D. Samad},
title = {Between-Sample Relationship in Learning Tabular Data Using Graph and
Attention Networks},
journal = {CoRR},
volume = {abs/2306.06772},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.06772},
doi = {10.48550/ARXIV.2306.06772},
eprinttype = {arXiv},
eprint = {2306.06772},
timestamp = {Fri, 16 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-06772.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/SamadAD22,
author = {Manar D. Samad and
Sakib Abrar and
Norou Diawara},
title = {Missing value estimation using clustering and deep learning within
multiple imputation framework},
journal = {Knowl. Based Syst.},
volume = {249},
pages = {108968},
year = {2022},
url = {https://doi.org/10.1016/j.knosys.2022.108968},
doi = {10.1016/J.KNOSYS.2022.108968},
timestamp = {Tue, 28 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kbs/SamadAD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nn/AbrarS22,
author = {Sakib Abrar and
Manar D. Samad},
title = {Perturbation of deep autoencoder weights for model compression and
classification of tabular data},
journal = {Neural Networks},
volume = {156},
pages = {160--169},
year = {2022},
url = {https://doi.org/10.1016/j.neunet.2022.09.020},
doi = {10.1016/J.NEUNET.2022.09.020},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/nn/AbrarS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vcomm/IslamDSK22,
author = {Riadul Islam and
Maloy Kumar Devnath and
Manar D. Samad and
Syed Md Jaffrey Al Kadry},
title = {{GGNB:} Graph-based Gaussian naive Bayes intrusion detection system
for {CAN} bus},
journal = {Veh. Commun.},
volume = {33},
pages = {100442},
year = {2022},
url = {https://doi.org/10.1016/j.vehcom.2021.100442},
doi = {10.1016/J.VEHCOM.2021.100442},
timestamp = {Tue, 26 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/vcomm/IslamDSK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ichi/KazijevsAS22,
author = {Maksims Kazijevs and
Furkan A. Akyelken and
Manar D. Samad},
title = {Mining Social Media Data to Predict {COVID-19} Case Counts},
booktitle = {10th {IEEE} International Conference on Healthcare Informatics, {ICHI}
2022, Rochester, MN, USA, June 11-14, 2022},
pages = {104--111},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICHI54592.2022.00027},
doi = {10.1109/ICHI54592.2022.00027},
timestamp = {Fri, 23 Sep 2022 17:15:39 +0200},
biburl = {https://dblp.org/rec/conf/ichi/KazijevsAS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-13734,
author = {Manar D. Samad and
Sakib Abrar and
Norou Diawara},
title = {Missing Value Estimation using Clustering and Deep Learning within
Multiple Imputation Framework},
journal = {CoRR},
volume = {abs/2202.13734},
year = {2022},
url = {https://arxiv.org/abs/2202.13734},
eprinttype = {arXiv},
eprint = {2202.13734},
timestamp = {Thu, 03 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-13734.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-08358,
author = {Manar D. Samad and
Sakib Abrar},
title = {Perturbation of Deep Autoencoder Weights for Model Compression and
Classification of Tabular Data},
journal = {CoRR},
volume = {abs/2205.08358},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.08358},
doi = {10.48550/ARXIV.2205.08358},
eprinttype = {arXiv},
eprint = {2205.08358},
timestamp = {Mon, 23 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-08358.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-08614,
author = {Megan A. Witherow and
Manar D. Samad and
Norou Diawara and
Haim Y. Bar and
Khan M. Iftekharuddin},
title = {Deep Adaptation of Adult-Child Facial Expressions by Fusing Landmark
Features},
journal = {CoRR},
volume = {abs/2209.08614},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.08614},
doi = {10.48550/ARXIV.2209.08614},
eprinttype = {arXiv},
eprint = {2209.08614},
timestamp = {Wed, 28 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-08614.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-14111,
author = {Sakib Abrar and
Manar D. Samad},
title = {Are Deep Image Embedding Clustering Methods Effective for Heterogeneous
Tabular Data?},
journal = {CoRR},
volume = {abs/2212.14111},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.14111},
doi = {10.48550/ARXIV.2212.14111},
eprinttype = {arXiv},
eprint = {2212.14111},
timestamp = {Sun, 08 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-14111.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ichi/ArefinSAD21,
author = {Raisul Arefin and
Manar D. Samad and
Furkan A. Akyelken and
Arash Davanian},
title = {Non-transfer Deep Learning of Optical Coherence Tomography for Post-hoc
Explanation of Macular Disease Classification},
booktitle = {9th {IEEE} International Conference on Healthcare Informatics, {ICHI}
2021, Victoria, BC, Canada, August 9-12, 2021},
pages = {48--52},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICHI52183.2021.00020},
doi = {10.1109/ICHI52183.2021.00020},
timestamp = {Wed, 20 Oct 2021 16:44:24 +0200},
biburl = {https://dblp.org/rec/conf/ichi/ArefinSAD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/SamadHI21,
author = {Manar D. Samad and
Rahim Hossain and
Khan M. Iftekharuddin},
title = {Dynamic Perturbation of Weights for Improved Data Reconstruction in
Unsupervised Learning},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2021, Shenzhen,
China, July 18-22, 2021},
pages = {1--7},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IJCNN52387.2021.9533539},
doi = {10.1109/IJCNN52387.2021.9533539},
timestamp = {Wed, 29 Sep 2021 17:00:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/SamadHI21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-10908,
author = {Riadul Islam and
Maloy Kumar Devnath and
Manar D. Samad and
Syed Md Jaffrey Al Kadry},
title = {{GGNB:} Graph-Based Gaussian Naive Bayes Intrusion Detection System
for {CAN} Bus},
journal = {CoRR},
volume = {abs/2108.10908},
year = {2021},
url = {https://arxiv.org/abs/2108.10908},
eprinttype = {arXiv},
eprint = {2108.10908},
timestamp = {Tue, 26 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-10908.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/AlamSVGI20,
author = {Mahbubul Alam and
Manar D. Samad and
Lasitha Vidyaratne and
Alexander Glandon and
Khan M. Iftekharuddin},
title = {Survey on Deep Neural Networks in Speech and Vision Systems},
journal = {Neurocomputing},
volume = {417},
pages = {302--321},
year = {2020},
url = {https://doi.org/10.1016/j.neucom.2020.07.053},
doi = {10.1016/J.NEUCOM.2020.07.053},
timestamp = {Fri, 01 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/AlamSVGI20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jits/BaquiSL20,
author = {Muhammad Baqui and
Manar D. Samad and
Rainald L{\"{o}}hner},
title = {A novel framework for automated monitoring and analysis of high density
pedestrian flow},
journal = {J. Intell. Transp. Syst.},
volume = {24},
number = {6},
pages = {585--597},
year = {2020},
url = {https://doi.org/10.1080/15472450.2019.1643724},
doi = {10.1080/15472450.2019.1643724},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jits/BaquiSL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-02085,
author = {Sabber Ahamed and
Manar D. Samad},
title = {Information Mining for {COVID-19} Research From a Large Volume of
Scientific Literature},
journal = {CoRR},
volume = {abs/2004.02085},
year = {2020},
url = {https://arxiv.org/abs/2004.02085},
eprinttype = {arXiv},
eprint = {2004.02085},
timestamp = {Mon, 11 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-02085.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-13027,
author = {Manar D. Samad and
Nalin D. Khounviengxay and
Megan A. Witherow},
title = {Effect of Text Processing Steps on Twitter Sentiment Classification
using Word Embedding},
journal = {CoRR},
volume = {abs/2007.13027},
year = {2020},
url = {https://arxiv.org/abs/2007.13027},
eprinttype = {arXiv},
eprint = {2007.13027},
timestamp = {Wed, 29 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-13027.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ichi/SamadY19,
author = {Manar D. Samad and
Linlin Yin},
title = {Non-linear regression models for imputing longitudinal missing data},
booktitle = {2019 {IEEE} International Conference on Healthcare Informatics, {ICHI}
2019, Xi'an, China, June 10-13, 2019},
pages = {1--3},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICHI.2019.8904528},
doi = {10.1109/ICHI.2019.8904528},
timestamp = {Wed, 27 Nov 2019 14:42:06 +0100},
biburl = {https://dblp.org/rec/conf/ichi/SamadY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-07656,
author = {Mahbubul Alam and
Manar D. Samad and
Lasitha Vidyaratne and
Alexander Glandon and
Khan M. Iftekharuddin},
title = {Survey on Deep Neural Networks in Speech and Vision Systems},
journal = {CoRR},
volume = {abs/1908.07656},
year = {2019},
url = {http://arxiv.org/abs/1908.07656},
eprinttype = {arXiv},
eprint = {1908.07656},
timestamp = {Mon, 26 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-07656.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icccnt/SamadW18,
author = {Manar D. Samad and
Megan A. Witherow},
title = {A Machine Learning Pipeline to Optimally Utilize Limited Samples in
Predictive Modeling},
booktitle = {9th International Conference on Computing, Communication and Networking
Technologies, {ICCCNT} 2018, Bengaluru, India, July 10-12, 2018},
pages = {1--5},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICCCNT.2018.8494100},
doi = {10.1109/ICCCNT.2018.8494100},
timestamp = {Mon, 09 Aug 2021 14:54:02 +0200},
biburl = {https://dblp.org/rec/conf/icccnt/SamadW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/DolphASSI17,
author = {Chester V. Dolph and
Mahbubul Alam and
Zeina A. Shboul and
Manar D. Samad and
Khan M. Iftekharuddin},
title = {Deep learning of texture and structural features for multiclass Alzheimer's
disease classification},
booktitle = {2017 International Joint Conference on Neural Networks, {IJCNN} 2017,
Anchorage, AK, USA, May 14-19, 2017},
pages = {2259--2266},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/IJCNN.2017.7966129},
doi = {10.1109/IJCNN.2017.7966129},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/DolphASSI17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/thms/SamadI16,
author = {Manar D. Samad and
Khan M. Iftekharuddin},
title = {Frenet Frame-Based Generalized Space Curve Representation for Pose-Invariant
Classification and Recognition of 3-D Face},
journal = {{IEEE} Trans. Hum. Mach. Syst.},
volume = {46},
number = {4},
pages = {522--533},
year = {2016},
url = {https://doi.org/10.1109/THMS.2016.2515602},
doi = {10.1109/THMS.2016.2515602},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/thms/SamadI16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bibm/SamadBHI15,
author = {Manar D. Samad and
Jonna L. Bobzien and
John W. Harrington and
Khan M. Iftekharuddin},
editor = {Jun Huan and
Satoru Miyano and
Amarda Shehu and
Xiaohua Tony Hu and
Bin Ma and
Sanguthevar Rajasekaran and
Vijay K. Gombar and
Matthieu{-}P. Schapranow and
Illhoi Yoo and
Jiayu Zhou and
Brian Chen and
Vinay Pai and
Brian G. Pierce},
title = {Analysis of facial muscle activation in children with autism using
3D imaging},
booktitle = {2015 {IEEE} International Conference on Bioinformatics and Biomedicine,
{BIBM} 2015, Washington, DC, USA, November 9-12, 2015},
pages = {337--342},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/BIBM.2015.7359704},
doi = {10.1109/BIBM.2015.7359704},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bibm/SamadBHI15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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