| 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 | 177* | 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 | 124 | 2017 |
| 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 | 62 | 2015 |
| 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 | 52 | 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 | 47 | 2009 |
| Inception modules enhance brain tumor segmentation DE Cahall, G Rasool, NC Bouaynaya, HM Fathallah-Shaykh Frontiers in computational neuroscience 13, 44, 2019 | 44 | 2019 |
| 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 | 41 | 2022 |
| 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 | 37 | 2014 |
| Spatially variant morphological restoration and skeleton representation N Bouaynaya, M Charif-Chefchaouni, D Schonfeld IEEE Transactions on Image Processing 15 (11), 3579-3591, 2006 | 36 | 2006 |
| 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 | 36 | 2005 |
| 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 | 34 | 2011 |
| 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 |
| 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 | 27 | 2008 |
| A new method for multidimensional optimization and its application in image and video processing D Schonfeld, N Bouaynaya IEEE Signal Processing Letters 13 (8), 485-488, 2006 | 26 | 2006 |
| 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 | 24 | 2015 |
| Constrained State Estimation--A Review N Amor, G Rasool, NC Bouaynaya arXiv preprint arXiv:1807.03463, 2018 | 23 | 2018 |
| 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 | 22 | 2019 |
| On the convergence of constrained particle filters N Amor, NC Bouaynaya, R Shterenberg, S Chebbi IEEE Signal Processing Letters 24 (6), 858-862, 2017 | 22 | 2017 |
| Bit-error-rate performance of companding transforms for OFDM Y Rahmatallah, N Bouaynaya, S Mohan IEEE transactions on vehicular technology 62 (8), 4116-4120, 2013 | 20 | 2013 |
| Tracking of time-varying genomic regulatory networks with a LASSO-Kalman smoother J Khan, N Bouaynaya, HM Fathallah-Shaykh EURASIP Journal on Bioinformatics and Systems Biology 2014 (1), 1-15, 2014 | 19 | 2014 |
Dan SchonfeldProfessor of Electrical and Computer Engineering, Computer Science, and Bioengineering, UniversityVerified email at uic.edu
