Tensor based temporal and multilayer community detection for studying brain dynamics during resting state fMRI E Al-Sharoa, M Al-Khassaweneh, S Aviyente IEEE Transactions on Biomedical Engineering 66 (3), 695-709, 2018 | 68 | 2018 |
A tensor based framework for community detection in dynamic networks E Al-Sharoa, M Al-Khassaweneh, S Aviyente 2017 IEEE international conference on acoustics, speech and signal …, 2017 | 23 | 2017 |
Detecting and tracking community structure in temporal networks: A low-rank+ sparse estimation based evolutionary clustering approach E Al-sharoa, MA Al-khassaweneh, S Aviyente IEEE Transactions on Signal and Information Processing over Networks 5 (4 …, 2019 | 13 | 2019 |
Community detection in networks through a deep robust auto-encoder nonnegative matrix factorization E Al-sharoa, B Rahahleh Engineering Applications of Artificial Intelligence 118, 105657, 2023 | 11 | 2023 |
Automated CNN architectural design: A simple and efficient methodology for computer vision tasks A Al Bataineh, D Kaur, M Al-khassaweneh, E Al-sharoa Mathematics 11 (5), 1141, 2023 | 10 | 2023 |
Robust Community Detection in Graphs E Al-Sharoa, A Bara’M, M Al-khassaweneh IEEE Access 9, 118757-118770, 2021 | 10 | 2021 |
Community Detection in Fully-Connected Multi-layer Networks Through Joint Nonnegative Matrix Factorization E Al-Sharoa, S Aviyente IEEE Access 10, 43022-43043, 2022 | 6 | 2022 |
Multi-view Robust Tensor-based Subspace Clustering E Al-sharoa, M Al-wardat IEEE Access 10, 134292-134306, 2022 | 5 | 2022 |
Low-rank estimation based evolutionary clustering for community detection in temporal networks E Al-Sharoa, M Al-khassaweneh, S Aviyente ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 5 | 2019 |
A Unified Spectral Clustering Approach for Detecting Community Structure in Multilayer Networks E Al-sharoa, S Aviyente Symmetry 15 (7), 1368, 2023 | 4 | 2023 |
Development of Algorithms for Automatic Analysis of Array Probe Eddy Current Data K Arunachalam, R Dayana, E Al-Sharoa, P Ramuhalli, L Udpa, S Udpa, ... 25th Annual EPRI Steam Generator Workshop, 2006 | 4 | 2006 |
Temporal block spectral clustering for multi-layer temporal functional connectivity networks E Al-Sharoa, M Al-khassaweneh, S Aviyente 2018 IEEE Statistical Signal Processing Workshop (SSP), 503-507, 2018 | 3 | 2018 |
Detecting brain dynamics during resting state: A tensor based evolutionary clustering approach E Al-sharoa, M Al-khassaweneh, S Aviyente Wavelets and Sparsity XVII 10394, 58-71, 2017 | 3 | 2017 |
Multivariate and Dimensionality-Reduction-Based Machine Learning Techniques for Tumor Classification of RNA-Seq Data M Al-khassaweneh, M Bronakowski, E Al-Sharoa Applied Sciences 13 (23), 12801, 2023 | 1 | 2023 |
Discovering community structure in multiplex networks via a co-regularized robust tensor-based spectral approach E Al-Sharoa, M Al-wardat, M Al-khassaweneh, A Al Bataineh Applied Sciences 13 (4), 2514, 2023 | 1 | 2023 |
Evolutionary spectral graph clustering through subspace distance measure E Al-sharoa, S Aviyente 2016 IEEE Statistical Signal Processing Workshop (SSP), 1-5, 2016 | 1 | 2016 |
Graph Clustering Based on Frobenius Norm Low-Rank Approximation E Al-Sharoa 2023 14th International Conference on Information and Communication Systems …, 2023 | | 2023 |
Enhanced Subspace Clustering in Multiplex Networks Via Tensor Weighted Schatten P-Norm E Al-sharoa, M Al-wardat Available at SSRN 4564577, 2023 | | 2023 |
Community Detection in Temporal Multi-Layer Networks EM Al-Sharoa Michigan State University, 2019 | | 2019 |
Structured Robust Tensor Decomposition for Multilayer Community Detection: Application to Functional Connectivity Networks E Al-Sharoa, M Alwardat, S Aviyente | | |