| Theoretical foundations of spatially-variant mathematical morphology part II: Gray-level images N Bouaynaya, D Schonfeld IEEE Transactions on pattern analysis and machine intelligence 30 (5), 837-850, 2008 | 181* | 2008 |
| Machine learning in transportation data analytics P Bhavsar, I Safro, N Bouaynaya, R Polikar, D Dera Data analytics for intelligent transportation systems, 283-307, 2017 | 170 | 2017 |
| Robust explainability: A tutorial on gradient-based attribution methods for deep neural networks IE Nielsen, D Dera, G Rasool, RP Ramachandran, NC Bouaynaya IEEE Signal Processing Magazine 39 (4), 73-84, 2022 | 113 | 2022 |
| Real-time task discrimination for myoelectric control employing task-specific muscle synergies G Rasool, K Iqbal, N Bouaynaya, G White IEEE transactions on neural systems and rehabilitation engineering 24 (1 …, 2015 | 71 | 2015 |
| Inception modules enhance brain tumor segmentation DE Cahall, G Rasool, NC Bouaynaya, HM Fathallah-Shaykh Frontiers in computational neuroscience 13, 44, 2019 | 62 | 2019 |
| An online motion-based particle filter for head tracking applications N Bouaynaya, W Qu, D Schonfeld Proceedings.(ICASSP'05). IEEE International Conference on Acoustics, Speech …, 2005 | 51 | 2005 |
| On the optimality of motion-based particle filtering N Bouaynaya, D Schonfeld IEEE transactions on circuits and systems for video technology 19 (7), 1068-1072, 2009 | 49 | 2009 |
| Spatially variant morphological restoration and skeleton representation N Bouaynaya, M Charif-Chefchaouni, D Schonfeld IEEE Transactions on Image Processing 15 (11), 3579-3591, 2006 | 40 | 2006 |
| Probabilistic non-negative matrix factorization: theory and application to microarray data analysis B Bayar, N Bouaynaya, R Shterenberg Journal of bioinformatics and computational biology 12 (01), 1450001, 2014 | 38 | 2014 |
| PremiUm-CNN: Propagating uncertainty towards robust convolutional neural networks D Dera, NC Bouaynaya, G Rasool, R Shterenberg, HM Fathallah-Shaykh IEEE Transactions on Signal Processing 69, 4669-4684, 2021 | 36 | 2021 |
| Bit error rate performance of linear companding transforms for PAPR reduction in OFDM systems Y Rahmatallah, N Bouaynaya, S Mohan 2011 IEEE Global Telecommunications Conference-GLOBECOM 2011, 1-5, 2011 | 36 | 2011 |
| Application of satellite remote sensing in monitoring elevated internal temperatures of landfills R Nazari, H Alfergani, F Haas, ME Karimi, MGR Fahad, S Sabrin, J Everett, ... Applied Sciences 10 (19), 6801, 2020 | 35 | 2020 |
| Constrained State Estimation--A Review N Amor, G Rasool, NC Bouaynaya arXiv preprint arXiv:1807.03463, 2018 | 35 | 2018 |
| A complete system for head tracking using motion-based particle filter and randomly perturbed active contour N Bouaynaya, D Schonfeld Image and Video Communications and Processing 2005 5685, 864-873, 2005 | 34 | 2005 |
| Extended variational inference for propagating uncertainty in convolutional neural networks D Dera, G Rasool, N Bouaynaya 2019 IEEE 29th International Workshop on Machine Learning for Signal …, 2019 | 32 | 2019 |
| Two-dimensional ARMA modeling for breast cancer detection and classification J Zielinski, N Bouaynaya, D Schonfeld 2010 International Conference on Signal Processing and Communications (SPCOM …, 2010 | 31 | 2010 |
| A beamformer-particle filter framework for localization of correlated EEG sources P Georgieva, N Bouaynaya, F Silva, L Mihaylova, LC Jain IEEE Journal of Biomedical and Health Informatics 20 (3), 880-892, 2015 | 30 | 2015 |
| Diagnosing growth in low-grade gliomas with and without longitudinal volume measurements: A retrospective observational study HM Fathallah-Shaykh, A DeAtkine, E Coffee, E Khayat, AK Bag, X Han, ... PLoS medicine 16 (5), e1002810, 2019 | 28 | 2019 |
| Nonstationary analysis of coding and noncoding regions in nucleotide sequences N Bouaynaya, D Schonfeld IEEE Journal of Selected Topics in Signal Processing 2 (3), 357-364, 2008 | 28 | 2008 |
| A deep learning framework for joint image restoration and recognition R Chen, L Mihaylova, H Zhu, NC Bouaynaya Circuits, Systems, and Signal Processing 39 (3), 1561-1580, 2020 | 24 | 2020 |
Ghulam RasoolMachine Learning Department, Moffitt Cancer CenterVerified email at moffitt.org
