Deepak S. Turaga
Deepak S. Turaga
Oden Technologies
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Outlier detection with autoencoder ensembles
J Chen, S Sathe, C Aggarwal, D Turaga
Proceedings of the 2017 SIAM international conference on data mining, 90-98, 2017
Learning Feature Engineering for Classification.
F Nargesian, H Samulowitz, U Khurana, EB Khalil, DS Turaga
Ijcai 17, 2529-2535, 2017
Adaptive data augmentation for image classification
A Fawzi, H Samulowitz, D Turaga, P Frossard
2016 IEEE international conference on image processing (ICIP), 3688-3692, 2016
Cross-layer packetization and retransmission strategies for delay-sensitive wireless multimedia transmission
M van der Schaar, DS Turaga
IEEE transactions on Multimedia 9 (1), 185-197, 2006
Fundamentals of stream processing: application design, systems, and analytics
HCM Andrade, B Gedik, DS Turaga
Cambridge University Press, 2014
Feature engineering for predictive modeling using reinforcement learning
U Khurana, H Samulowitz, D Turaga
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
Cognito: Automated feature engineering for supervised learning
U Khurana, D Turaga, H Samulowitz, S Parthasrathy
2016 IEEE 16th international conference on data mining workshops (ICDMW …, 2016
No reference PSNR estimation for compressed pictures
DS Turaga, Y Chen, J Caviedes
Signal Processing: Image Communication 19 (2), 173-184, 2004
Cross domain distribution adaptation via kernel mapping
E Zhong, W Fan, J Peng, K Zhang, J Ren, D Turaga, O Verscheure
Proceedings of the 15th ACM SIGKDD international conference on Knowledge …, 2009
Multiple description scalable coding using wavelet-based motion compensated temporal filtering
M Van der Schaar, DS Turaga
Proceedings 2003 International Conference on Image Processing (Cat. No …, 2003
Unconstrained motion compensated temporal filtering (UMCTF) for efficient and flexible interframe wavelet video coding
DS Turaga, M Van Der Schaar, Y Andreopoulos, A Munteanu, ...
Signal Processing: Image Communication 20 (1), 1-19, 2005
Complexity scalable motion compensated wavelet video encoding
DS Turaga, M van der Schaar, B Pesquet-Popescu
IEEE Transactions on Circuits and Systems for Video Technology 15 (8), 982-993, 2005
Estimation and mode decision for spatially correlated motion sequences
DS Turaga, T Chen
IEEE Transactions on Circuits and Systems for Video Technology 11 (10), 1098 …, 2001
A spectral framework for detecting inconsistency across multi-source object relationships
J Gao, W Fan, D Turaga, S Parthasarathy, J Han
2011 IEEE 11th International Conference on Data Mining, 1050-1055, 2011
Mining of sensor data in healthcare: A survey
D Sow, DS Turaga, M Schmidt
Managing and mining sensor data, 459-504, 2013
Unconstrained motion compensated temporal filtering (UMCTF) framework for wavelet video coding
M van der Schaar, DS Turaga
2003 International Conference on Multimedia and Expo. ICME'03. Proceedings …, 2003
System and methods for video compression mode decisions
DS Turaga, T Chen
US Patent 7,317,759, 2008
Search algorithms for block-matching in motion estimation
D Turaga, M Alkanhal
Mid-Term project, 18-899, 1998
Classification-based system for cross-layer optimized wireless video transmission
M Van Der Schaar, DS Turaga, R Wong
IEEE Transactions on Multimedia 8 (5), 1082-1095, 2006
Model-based error concealment for wireless video
DS Turaga, T Chen
IEEE Transactions on Circuits and Systems for Video Technology 12 (6), 483-495, 2002
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