| Joint learning and dictionary construction for pattern recognition DS Pham, S Venkatesh Computer Vision and Pattern Recognition, 2008. CVPR 2008. IEEE Conference on …, 2008 | 303 | 2008 |
| A digital mixed methods research design: Integrating multimodal analysis with data mining and information visualization for big data analytics KL O’Halloran, S Tan, DS Pham, J Bateman, A Vande Moere Journal of Mixed Methods Research 12 (1), 11-30, 2018 | 145 | 2018 |
| Analysis of multicomponent polynomial phase signals DS Pham, AM Zoubir Signal Processing, IEEE Transactions on 55 (1), 56-65, 2007 | 113 | 2007 |
| Anomaly detection in large-scale data stream networks DS Pham, S Venkatesh, M Lazarescu, S Budhaditya Data Mining and Knowledge Discovery 28, 145-189, 2014 | 78 | 2014 |
| A study of web application firewall solutions S Prandl, M Lazarescu, DS Pham Information Systems Security: 11th International Conference, ICISS 2015 …, 2015 | 60 | 2015 |
| Improved Image Recovery From Compressed Data Contaminated With Impulsive Noise DS Pham, S Venkatesh Image Processing, IEEE Transactions on, 1-1, 2012 | 50 | 2012 |
| Improved subspace clustering via exploitation of spatial constraints DS Pham, S Budhaditya, D Phung, S Venkatesh 2012 IEEE Conference on computer vision and pattern recognition, 550-557, 2012 | 48 | 2012 |
| Mixed-norm sparse representation for multi view face recognition X Zhang, DS Pham, S Venkatesh, W Liu, D Phung Pattern Recognition 48 (9), 2935-2946, 2015 | 47 | 2015 |
| Compressive speech enhancement SY Low, DS Pham, S Venkatesh Speech Communication 55 (6), 757-768, 2013 | 46 | 2013 |
| SYSTEMS AND METHODS FOR DETECTING ANOMALIES FROM DATA S Venkatesh, B Saha, MM Lazarescu, D Pham US Patent 20,120,063,641, 2012 | 45 | 2012 |
| Efficient algorithms for robust recovery of images from compressed data DS Pham, S Venkatesh IEEE transactions on image processing 22 (12), 4724-4737, 2013 | 43 | 2013 |
| Effective anomaly detection in sensor networks data streams S Budhaditya, DS Pham, M Lazarescu, S Venkatesh Data Mining, 2009. ICDM'09. Ninth IEEE International Conference on, 722-727, 2009 | 41 | 2009 |
| Robust learning of discriminative projection for multicategory classification on the stiefel manifold DS Pham, S Venkatesh Computer Vision and Pattern Recognition, 2008. CVPR 2008. IEEE Conference on …, 2008 | 36 | 2008 |
| Detection of dynamic background due to swaying movements from motion features DS Pham, O Arandjelović, S Venkatesh IEEE Transactions on Image Processing 24 (1), 332-344, 2014 | 34 | 2014 |
| Sparse subspace clustering via group sparse coding B Saha, DS Pham, D Phung, S Venkatesh Proceedings of the 2013 SIAM International Conference on Data Mining, 130-138, 2013 | 27 | 2013 |
| Efficient and accurate set-based registration of time-separated aerial images O Arandjelović, DS Pham, S Venkatesh Pattern Recognition 48 (11), 3466-3476, 2015 | 21 | 2015 |
| Two maximum entropy-based algorithms for running quantile estimation in nonstationary data streams O Arandjelović, DS Pham, S Venkatesh IEEE Transactions on circuits and systems for video technology 25 (9), 1469-1479, 2014 | 21 | 2014 |
| A real-time semantic segmentation model using iteratively shared features in multiple sub-encoders T Singha, DS Pham, A Krishna Pattern Recognition 140, 109557, 2023 | 20 | 2023 |
| A Nonlinear -Estimation Approach to Robust Asynchronous Multiuser Detection in Non-Gaussian Noise DS Pham, AM Zoubir, RF Brcic, YH Leung IEEE Transactions on Signal Processing 55 (5), 1624-1633, 2007 | 19 | 2007 |
| A sequential algorithm for robust parameter estimation DS Pham, AM Zoubir IEEE Signal Processing Letters 12 (1), 21-24, 2004 | 19 | 2004 |
