Joint learning and dictionary construction for pattern recognition DS Pham, S Venkatesh
Computer Vision and Pattern Recognition, 2008. CVPR 2008. IEEE Conference on …, 2008
304 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
138 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
77 2014 A study of web application firewall solutions S Prandl, M Lazarescu, DS Pham
Information Systems Security: 11th International Conference, ICISS 2015 …, 2015
56 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
49 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
39 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
37 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
20 2014 A Nonlinear 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 Large-scale statistical modeling of motion patterns: a Bayesian nonparametric approach S Rana, D Phung, S Pham, S Venkatesh
Proceedings of the Eighth Indian Conference on Computer Vision, Graphics and …, 2012
17 2012 