Sonny Pham
TitleCited byYear
Joint learning and dictionary construction for pattern recognition
DS Pham, S Venkatesh
Computer Vision and Pattern Recognition, 2008. CVPR 2008. IEEE Conference oná…, 2008
2372008
Analysis of multicomponent polynomial phase signals
DS Pham, AM Zoubir
Signal Processing, IEEE Transactions on 55 (1), 56-65, 2007
972007
Anomaly detection in large-scale data stream networks
DS Pham, S Venkatesh, M Lazarescu, S Budhaditya
Data Mining and Knowledge Discovery 28 (1), 145-189, 2014
442014
Improved Image Recovery From Compressed Data Contaminated With Impulsive Noise
DS Pham, S Venkatesh
Image Processing, IEEE Transactions on, 1-1, 2012
382012
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
362015
SYSTEMS AND METHODS FOR DETECTING ANOMALIES FROM DATA
S Venkatesh, B Saha, MM Lazarescu, D Pham
US Patent 20,120,063,641, 2012
352012
Interpreting text and image relations in violent extremist discourse: A mixed methods approach for big data analytics
KL O’Halloran, S Tan, P Wignell, JA Bateman, DS Pham, M Grossman, ...
Terrorism and Political Violence 31 (3), 454-474, 2019
322019
Compressive speech enhancement
SY Low, DS Pham, S Venkatesh
Speech Communication 55 (6), 757-768, 2013
312013
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
312009
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 oná…, 2008
312008
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
282012
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
272018
Efficient algorithms for robust recovery of images from compressed data
DS Pham, S Venkatesh
IEEE transactions on image processing 22 (12), 4724-4737, 2013
262013
Detection of dynamic background due to swaying movements from motion features
DS Pham, O ArandjeloviŠ, S Venkatesh
IEEE Transactions on Image Processing 24 (1), 332-344, 2014
212014
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
192013
Two maximum entropy-based algorithms for running quantile estimation in nonstationary data streams
O ArandjeloviŠ, DS Pham, S Venkatesh
IEEE Transactions on circuits and systems for video technology 25 (9), 1469-1479, 2014
182014
A sequential algorithm for robust parameter estimation
DS Pham, AM Zoubir
IEEE Signal Processing Letters 12 (1), 21-24, 2004
182004
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
152007
A study of web application firewall solutions
S Prandl, M Lazarescu, DS Pham
International Conference on Information Systems Security, 501-510, 2015
132015
Efficient and accurate set-based registration of time-separated aerial images
O ArandjeloviŠ, DS Pham, S Venkatesh
Pattern Recognition 48 (11), 3466-3476, 2015
132015
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