| Sequential dictionary learning from correlated data: Application to fMRI data analysis AK Seghouane, A Iqbal IEEE Transactions on image Processing 26 (6), 3002-3015, 2017 | 42 | 2017 |
| Basis expansion approaches for regularized sequential dictionary learning algorithms with enforced sparsity for fMRI data analysis AK Seghouane, A Iqbal IEEE transactions on medical imaging 36 (9), 1796-1807, 2017 | 36 | 2017 |
| Shared and subject-specific dictionary learning (ShSSDL) algorithm for multisubject fMRI data analysis A Iqbal, AK Seghouane, T Adalı IEEE Transactions on Biomedical Engineering 65 (11), 2519-2528, 2018 | 34 | 2018 |
| An -Divergence-Based Approach for Robust Dictionary Learning A Iqbal, AK Seghouane IEEE Transactions on Image Processing 28 (11), 5729-5739, 2019 | 32 | 2019 |
| Consistent adaptive sequential dictionary learning AK Seghouane, A Iqbal Signal Processing 153, 300-310, 2018 | 31 | 2018 |
| A sequential block-structured dictionary learning algorithm for block sparse representations AK Seghouane, A Iqbal, K Abed-Meraim IEEE Transactions on Computational Imaging 5 (2), 228-239, 2018 | 17 | 2018 |
| A dictionary learning algorithm for multi-subject fMRI analysis based on a hybrid concatenation scheme A Iqbal, AK Seghouane Digital Signal Processing 83, 249-260, 2018 | 16 | 2018 |
| The adaptive block sparse PCA and its application to multi-subject FMRI data analysis using sparse mCCA AK Seghouane, A Iqbal Signal Processing 153, 311-320, 2018 | 16 | 2018 |
| Adaptive complex-valued dictionary learning: Application to fMRI data analysis A Iqbal, M Nait-Meziane, AK Seghouane, K Abed-Meraim Signal Processing 166, 107263, 2020 | 12 | 2020 |
| BSmCCA: A block sparse multiple-set canonical correlation analysis algorithm for multi-subject fMRI data sets AK Seghouane, A Iqbal, N Desai 2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017 | 12 | 2017 |
| A regularized sequential dictionary learning algorithm for fMRI data analysis AK Seghouane, A Iqbal 2017 IEEE 27th International Workshop on Machine Learning for Signal …, 2017 | 9 | 2017 |
| An approach for sequential dictionary learning in nonuniform noise A Iqbal, AK Seghouane 2017 International Conference on Digital Image Computing: Techniques and …, 2017 | 8 | 2017 |
| An algorithm for multi subject fMRI analysis based on the SVD and penalized rank-1 matrix approximation A Iqbal, AK Seghouane 2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018 | 6 | 2018 |
| CSMSDL: A common sequential dictionary learning algorithm for multi-subject fMRI data sets analysis AK Seghouane, A Iqbal 2017 IEEE International Conference on Image Processing (ICIP), 4113-4117, 2017 | 6 | 2017 |
| Incoherent and Online Dictionary Learning Algorithm for Motion Prediction F Hafeez, UU Sheikh, A Iqbal, MN Aman Electronics 11 (21), 3525, 2022 | 5 | 2022 |
| Dictionary learning algorithm for multi-subject fMRI analysis via temporal and spatial concatenation A Iqbal, AK Seghouane 2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018 | 5 | 2018 |
| Robust dictionary learning using α-divergence A Iqbal, AK Seghouane ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 4 | 2019 |
| Speech enhancement framework with noise suppression using block principal component analysis AZ Alsheibi, KP Valavanis, A Iqbal, MN Aman Acoustics 4 (2), 441-459, 2022 | 2 | 2022 |
| Machine Learning based Time Synchronization Attack Detection for Synchrophasors A Iqbal, MN Aman, B Sikdar GLOBECOM 2023-2023 IEEE Global Communications Conference, 2251-2256, 2023 | 1 | 2023 |
| Representation Learning based Time Synchronization Attack Detection for Synchrophasors A Iqbal, MN Aman, B Sikdar 2023 IEEE International Conference on Communications, Control, and Computing …, 2023 | 1 | 2023 |
Tulay AdaliDistinguished University Professor, University of Maryland, Baltimore CountyVerified email at umbc.edu
