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Sonny Pham
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Joint learning and dictionary construction for pattern recognition
DS Pham, S Venkatesh
Computer Vision and Pattern Recognition, 2008. CVPR 2008. IEEE Conference on …, 2008
3042008
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
1372018
Analysis of multicomponent polynomial phase signals
DS Pham, AM Zoubir
Signal Processing, IEEE Transactions on 55 (1), 56-65, 2007
1132007
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
762014
A study of web application firewall solutions
S Prandl, M Lazarescu, DS Pham
Information Systems Security: 11th International Conference, ICISS 2015 …, 2015
562015
Improved Image Recovery From Compressed Data Contaminated With Impulsive Noise
DS Pham, S Venkatesh
Image Processing, IEEE Transactions on, 1-1, 2012
502012
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
492012
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
472015
Compressive speech enhancement
SY Low, DS Pham, S Venkatesh
Speech Communication 55 (6), 757-768, 2013
462013
SYSTEMS AND METHODS FOR DETECTING ANOMALIES FROM DATA
S Venkatesh, B Saha, MM Lazarescu, D Pham
US Patent 20,120,063,641, 2012
452012
Efficient algorithms for robust recovery of images from compressed data
DS Pham, S Venkatesh
IEEE transactions on image processing 22 (12), 4724-4737, 2013
432013
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
392009
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
372008
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
342014
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
272013
Efficient and accurate set-based registration of time-separated aerial images
O Arandjelović, DS Pham, S Venkatesh
Pattern Recognition 48 (11), 3466-3476, 2015
212015
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
202014
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
192007
A sequential algorithm for robust parameter estimation
DS Pham, AM Zoubir
IEEE Signal Processing Letters 12 (1), 21-24, 2004
192004
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
172012
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