PEER-REVIEWED PUBLICATIONS - Google Scholar
2025
(Submitted) Mohammed Aburidi and Roummel Marcia. Defending Graph Neural Networks Against Adversarial attacks via Matrix Factorization. AIxMM 2025 : IEEE International Conference on AI x Multimedia. .
2024
Sarah Malone M. Aburidi and R. Marcia, "Wasserstein-Based Similarity Constrained Matrix Factorization for Drug-Drug Interaction Prediction," 2024 IEEE Workshop on Signal Processing Systems (SiPS), Cambridge, MA, USA, 2024, pp. 49-53, doi: 10.1109/SiPS62058.2024.00017. Online
M. Aburidi and R. Marcia, "Optimal Transport-Based Network Alignment: Graph Classification of Small Molecule Structure-Activity Relationships in Biology," 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Orlando, FL, USA, 2024, pp. 1-7, doi: 10.1109/EMBC53108.2024.10782037 Online
Ronald Nap, M. Aburidi and R. Marcia, "Contrastive Pre-Training and Multiple Instance Learning for Predicting Tumor Microsatellite Instability," 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Orlando, FL, USA, 2024, pp. 1-7, doi: 10.1109/EMBC53108.2024.10782037 Online
M. Aburidi and R. Marcia, "Adversarial Attack and Training for Graph Convolutional Networks Using Focal Loss-Projected Momentum," 2024 IEEE 3rd International Conference on Computing and Machine Intelligence (ICMI) Mt Pleasant, MI, USA, 2024, pp. 1-5, doi: 10.1109/ICMI60790.2024.10586025 Online
M. Aburidi and R. Marcia, "Topological Adversarial Attacks on Graph Neural Networks Via Projected Meta Learning," 2024 IEEE International Conference on Evolving and Adaptive Intelligent Systems (EAIS) Madrid, Spain, 2024, pp. 1-8, doi: 10.1109/EAIS58494.2024.1056910 Online
M. Aburidi and R. Marcia, "Optimal Transport Based Graph Kernels for Drug Property Prediction," in IEEE Open Journal of Engineering in Medicine and Biology doi: 10.1109/OJEMB.2024.3480708 Online
M. Aburidi and R. Marcia, "Wasserstein Distance-Based Graph Kernel for Enhancing Drug Safety and Efficacy Prediction," 2024 IEEE First International Conference on Artificial Intelligence for Medicine, Health and Care (AIMHC) , Laguna Hills, CA, USA, 2024, pp. 113-119, doi: 10.1109/AIMHC59811.2024.00029 Online
2023
M. Aburidi and R. Marcia, "Optimal Transport and Contrastive-Based Clustering for Annotation-Free Tissue Analysis in Histopathology Images," 2023 International Conference on Machine Learning and Applications (ICMLA) , Jacksonville, FL, USA, 2023, pp. 301-307, doi: 10.1109/ICMLA58977.2023.00049. Online
Mohammed Aburidi and Roummel Marcia. CLOT: Contrastive Learning-Driven and Optimal Transport-Based Training for Simultaneous Clustering. Clustering," 2023 IEEE International Conference on Image Processing (ICIP), Kuala Lumpur, Malaysia, 2023, pp. 1515-1519, doi: 10.1109/ICIP49359.2023.10222290. Online
Mohammed Aburidi and Mario Banuelos, Suzanne Sindi, Roummel Marcia. Genetic Variant Detection Over Generations: Sparsity-Constrained Optimization Using Block-Coordinate Descent. IEEE International Symposium on Medical Measurements and Applications (MeMeA), Online
2020
Hang Y Aburidi M and Husain B, Hickman AR, Poehlman WL, Feltus FA. . Exploration into biomarker potential of region-specific brain gene co-expression networks. Scientific Reports, 2020 Oct 13;10(1):17089. Online
2019
Nolte G Aburidi M and Engel AK. Robust calculation of slopes in detrended fluctuation analysis and its application to envelopes of human alpha rhythms. Scientific Reports, 9:6339. https://doi.org/10.1038/ s41598-019-42732-7. Online
2018
Nolte G Aburidi M . Stationary Detrended Fluctuation Analysis in the Fourier domain. International Journal of Psychophysiology, 131:S17-S18 DOI: 10.1016/j.ijpsycho.2018.07.055.
Aburidi, M. J. and Salman, A. Normalized Cumulative Periodogram Method For Tuning A Regularization parameter of The EEG Inverse Problem. The Journal of Middle East and North Africa Sciences, 4(02), 23-32. Online
2016
Aburidi, M. J. . A Comparative Study of the Regularization Parameter Estimation Methods for the EEG Inverse Problem. Masters Thesis, Online