Activity-Adaptive Modeling of Dynamic Multimedia Traffic. - Deepak S. Turaga; Tsuhan Chen (IEEE International Conference on Multimedia and Expo (III), 2000)

Modeling of dynamic video traffic. - Deepak S. Turaga; Tsuhan Chen (ISCAS, 2000)

I/P frame selection using classification based mode decision. - Deepak S. Turaga; Tsuhan Chen (ICIP (3), 2001)

Estimation and mode decision for spatially correlated motion sequences. - Deepak S. Turaga; Tsuhan Chen (IEEE Trans. Circuits Syst. Video Technol., 2001)

Classification based mode decisions for video over network. - Deepak S. Turaga; Tsuhan Chen (IEEE Trans. Multim., 2001)

Face recognition using mixtures of principal components. - Deepak S. Turaga; Tsuhan Chen (ICIP (2), 2002)

Model-based error concealment for wireless video. - Deepak S. Turaga; Tsuhan Chen (IEEE Trans. Circuits Syst. Video Technol., 2002)

Unconstrained motion compensated temporal filtering (UMCTF) framework for wavelet video coding. - Mihaela van der Schaar; Deepak S. Turaga (ICASSP (3), 2003)

Content-adaptive filtering in the UMCTF framework. - Deepak S. Turaga; Mihaela van der Schaar (ICASSP (3), 2003)

Multiple description scalable coding using wavelet-based motion compensated temporal filtering. - Deepak S. Turaga; Mihaela van der Schaar (ICIP (3), 2003)

Temporal prediction and differential coding of motion vectors in the MCTF framework. - Deepak S. Turaga; Mihaela van der Schaar; Béatrice Pesquet-Popescu (ICIP (2), 2003)

Reduced complexity spatio-temporal scalable motion compensated wavelet video encoding. - Deepak S. Turaga; Mihaela van der Schaar (ICME, 2003)

On Probability Density for Modeling Video Traffic. - Deepak S. Turaga; Tsuhan Chen (J. VLSI Signal Process., 2003)

Rate-distortion-complexity adaptive video compression and streaming. - Mihaela van der Schaar; Deepak S. Turaga; Venkatesh Akella (ICIP, 2004)

No reference PSNR estimation for compressed pictures. - Deepak S. Turaga; Yingwei Chen; Jorge E. Caviedes (Signal Process. Image Commun., 2004)

Cross-layer aware packetization strategies for optimized wireless multimedia transmission. - Deepak S. Turaga; Mihaela van der Schaar (ICIP (1), 2005)

Adaptive Live Streaming Over Enterprise Networks. - Deepak S. Turaga; Ahmed Abd El Al; Chitra Venkatramani; Olivier Verscheure (ICME, 2005)

Enterprise multimedia streaming: issues, background and new developments. - Deepak S. Turaga; Mihaela van der Schaar; Krishna Ratakonda (ICME, 2005)

Optimized wireless video transmission using classification. - Raymond S. Wong; Mihaela van der Schaar; Deepak S. Turaga (ICME, 2005)

Unconstrained motion compensated temporal filtering (UMCTF) for efficient and flexible interframe wavelet video coding. - Deepak S. Turaga; Mihaela van der Schaar; Yiannis Andreopoulos; Adrian Munteanu 001; Peter Schelkens (Signal Process. Image Commun., 2005)

Complexity scalable motion compensated wavelet video encoding. - Deepak S. Turaga; Mihaela van der Schaar; Béatrice Pesquet-Popescu (IEEE Trans. Circuits Syst. Video Technol., 2005)

QoS Support for Media Broadcast in a Services Oriented Architecture. - Deepak S. Turaga; Krishna Ratakonda; Junwen Lai (IEEE SCC, 2006)

Resource Adaptive Periodicity Estimation of Streaming Data. - Michail Vlachos; Deepak S. Turaga; Philip S. Yu (EDBT, 2006)

QoS Support for Streaming Media using a Multimedia Server Cluster. - Krishna Ratakonda; Deepak S. Turaga; Junwen Lai (GLOBECOM, 2006)

QUANTization for Adapted GMM-Based Speaker Verification. - Ivy H. Tseng; Olivier Verscheure; Deepak S. Turaga; Upendra V. Chaudhari (ICASSP (1), 2006)

Slide: Streaming and Load-Adaptive Periodicity Estimation. - Deepak S. Turaga; Michail Vlachos; Spiros Papadimitriou; Philip S. Yu (ICASSP (3), 2006)

Resource Management for Networked Classifiers in Distributed Stream Mining Systems. - Deepak S. Turaga; Olivier Verscheure; Upendra V. Chaudhari; Lisa Amini (ICDM, 2006)

Collaborative Resource Management for Video Over Wireless Multi-Hop Mesh Networks. - Nicholas Mastronarde; Deepak S. Turaga; Mihaela van der Schaar (ICIP, 2006)

Classification-Based System For Cross-Layer Optimized Wireless Video Transmission. - Mihaela van der Schaar; Deepak S. Turaga; Raymond Wong (IEEE Trans. Multim., 2006)

MPEG-4 Beyond Conventional Video Coding: Object Coding, Resilience, and Scalability - Mihaela van der Schaar; Deepak S. Turaga; Thomas Stockhammer (MPEG-4 Beyond Conventional Video Coding, 2006)

Configuring Networked Classifiers in Distributed and Resource Constrained Stream Processing Systems. - Fangwen Fu; Deepak S. Turaga; Olivier Verscheure; Mihaela van der Schaar; Lisa Amini (ICASSP (3), 2007)

Optimized one-bit quantization for adapted GMM-based speaker verification. - Ivy H. Tseng; Olivier Verscheure; Deepak S. Turaga; Upendra V. Chaudhari (INTERSPEECH, 2007)

Collaborative resource exchanges for peer-to-peer video streaming over wireless mesh networks. - Nicholas Mastronarde; Deepak S. Turaga; Mihaela van der Schaar (IEEE J. Sel. Areas Commun., 2007)

Configuring Competing Classifier Chains in Distributed Stream Mining Systems. - Fangwen Fu; Deepak S. Turaga; Olivier Verscheure; Mihaela van der Schaar; Lisa Amini (J. Sel. Topics Signal Processing, 2007)

Cross-Layer Packetization and Retransmission Strategies for Delay-Sensitive Wireless Multimedia Transmission. - Mihaela van der Schaar; Deepak S. Turaga (IEEE Trans. Multim., 2007)

Adaptative Signal Sampling and Sample Quantization for Resource-Constrained Stream Processing. - Deepak S. Turaga; Olivier Verscheure; Daby M. Sow; Lisa Amini (BIOSIGNALS (2), 2008)

Towards Optimal Resource Allocation in Partial-Fault Tolerant Applications. - Nikhil Bansal 001; Ranjita Bhagwan; Navendu Jain; Yoonho Park; Deepak S. Turaga; Chitra Venkatramani (INFOCOM, 2008)

Configuring topologies of distributed semantic concept classifiers for continuous multimedia stream processing. - Deepak S. Turaga; Brian Foo; Olivier Verscheure; Rong Yan (ACM Multimedia, 2008)

Special issue on resource-aware adaptive video streaming. - Chia-Wen Lin; Enrico Magli; Deepak S. Turaga; Pascal Frossard (J. Vis. Commun. Image Represent., 2008)

Resource Constrained Stream Mining With Classifier Tree Topologies. - Brian Foo; Deepak S. Turaga; Olivier Verscheure; Mihaela van der Schaar; Lisa Amini (IEEE Signal Process. Lett., 2008)

Stochastic Optimization for Content Sharing in P2P Systems. - Mihaela van der Schaar; Deepak S. Turaga; Ritesh Sood (IEEE Trans. Multim., 2008)

Direction of Arrival estimation using single tripole radio antenna. - Lars K. S. Daldorff; Deepak S. Turaga; Olivier Verscheure; Alain Biem (ICASSP, 2009)

A framework for distributed multimedia stream mining systems using coalition-based foresighted strategies. - Hyunggon Park; Deepak S. Turaga; Olivier Verscheure; Mihaela van der Schaar (ICASSP, 2009)

Tree configuration games for distributed stream mining systems. - Hyunggon Park; Deepak S. Turaga; Olivier Verscheure; Mihaela van der Schaar (ICASSP, 2009)

On K-Means Cluster Preservation Using Quantization Schemes. - Deepak S. Turaga; Michail Vlachos; Olivier Verscheure (ICDM, 2009)

Resource-adaptive semantic concept detection using ensemble classifiers. - Deepak S. Turaga; Rong Yan (ICME, 2009)

Resource-adaptive multimedia analysis on stream mining systems. - Deepak S. Turaga; Rong Yan; Olivier Verscheure; Brian Foo; Fangwen Fu; Hyunggon Park; Mihaela van der Schaar (ICME, 2009)

Cross domain distribution adaptation via kernel mapping. - Erheng Zhong; Wei Fan 001; Jing Peng 001; Kun Zhang 012; Jiangtao Ren; Deepak S. Turaga; Olivier Verscheure (KDD, 2009)

Topology selection for stream mining systems. - Raphael Ducasse; Deepak S. Turaga; Mihaela van der Schaar (LS-MMRM@ACM Multimedia, 2009)

A streaming approach to radio astronomy imaging. - Alain Biem; Bruce G. Elmegreen; Olivier Verscheure; Deepak S. Turaga; Henrique Andrade; Tim Cornwell (ICASSP, 2010)

Adaptive Multimedia Mining on Distributed Stream Processing Systems. - Deepak S. Turaga; Hyunggon Park; Rong Yan; Olivier Verscheure (ICDM Workshops, 2010)

Ordering of stream mining classifiers. - Raphael Ducasse; Deepak S. Turaga; Mihaela van der Schaar (ICIP, 2010)

Welcome to CAC/SSPS 2010. - Scott Pakin; Craig B. Stunkel; José Flich; Henrique Andrade; Vibhore Kumar; Deepak S. Turaga (IPDPS Workshops, 2010)

Multimodal analysis of body sensor network data streams for real-time healthcare. - Manoj K. Garg; Duk-Jin Kim; Deepak S. Turaga; Balakrishnan Prabhakaran 001 (Multimedia Information Retrieval, 2010)

Designing and optimizing large-scale multimedia mining applications in distributed processing environments. - Deepak S. Turaga; Mihaela van der Schaar (ACM Multimedia, 2010)

Adaptive Cross-Layer Strategies for Fourth Generation Wireless Communications. - Mohammad Shikh-Bahaei; Hyunggon Park; Dilip Krishnaswamy; Deepak S. Turaga (EURASIP J. Wirel. Commun. Netw., 2010)

Adaptive Topologic Optimization for Large-Scale Stream Mining. - Raphael Ducasse; Deepak S. Turaga; Mihaela van der Schaar (IEEE J. Sel. Top. Signal Process., 2010)

Design principles for developing stream processing applications. - Deepak S. Turaga; Henrique Andrade; Bugra Gedik; Chitra Venkatramani; Olivier Verscheure; Jeffrey David Harris; John Cox; William Szewczyk; Paul Jones (Softw. Pract. Exp., 2010)

A Spectral Framework for Detecting Inconsistency across Multi-source Object Relationships. - Jing Gao 004; Wei Fan 001; Deepak S. Turaga; Srinivasan Parthasarathy 002; Jiawei Han 001 (ICDM, 2011)

Consensus extraction from heterogeneous detectors to improve performance over network traffic anomaly detection. - Jing Gao 004; Wei Fan 001; Deepak S. Turaga; Olivier Verscheure; Xiaoqiao Meng; Lu Su 001; Jiawei Han 001 (INFOCOM, 2011)

Foresighted tree configuration games in resource constrained distributed stream mining sensors. - Hyunggon Park; Deepak S. Turaga; Olivier Verscheure; Mihaela van der Schaar (Ad Hoc Networks, 2011)

Configuring Trees of Classifiers in Distributed Multimedia Stream Mining Systems. - Brian Foo; Deepak S. Turaga; Olivier Verscheure; Mihaela van der Schaar; Lisa Amini (IEEE Trans. Circuits Syst. Video Technol., 2011)

Processing 6 billion CDRs/day: from research to production (experience report). - Eric Bouillet; Ravi Kothari; Vibhore Kumar; Laurent Mignet; Senthil Nathan; Anand Ranganathan; Deepak S. Turaga; Octavian Udrea; Olivier Verscheure (DEBS, 2012)

Cluster-Aware Compression with Provable K-means Preservation. - Nikolaos M. Freris; Michail Vlachos; Deepak S. Turaga (SDM, 2012)

Mining of Sensor Data in Healthcare: A Survey. - Daby M. Sow; Deepak S. Turaga; J. Michael Schmidt (Managing and Mining Sensor Data, 2013)

Big Data Exploration Via Automated Orchestration of Analytic Workflows. - Alina Beygelzimer; Anton Riabov; Daby M. Sow; Deepak S. Turaga; Octavian Udrea (ICAC, 2013)

Real-time analysis and management of big time-series data. - Alain Biem; Hanhua Feng; Anton Riabov; Deepak S. Turaga (IBM J. Res. Dev., 2013)

READ: Rapid data Exploration, Analysis and Discovery. - Udayan Khurana; Srinivasan Parthasarathy 002; Deepak S. Turaga (EDBT, 2014)

Large Scale Discriminative Metric Learning. - Peter D. Kirchner; Matthias Böhm 001; Berthold Reinwald; Daby M. Sow; J. Michael Schmidt; Deepak S. Turaga; Alain Biem (IPDPS Workshops, 2014)

FAQ: A Framework for Fast Approximate Query Processing on Temporal Data. - Udayan Khurana; Srinivasan Parthasarathy 002; Deepak S. Turaga (BigMine, 2014)

Class-distribution regularized consensus maximization for alleviating overfitting in model combination. - Sihong Xie; Jing Gao 004; Wei Fan 001; Deepak S. Turaga; Philip S. Yu (KDD, 2014)

Impact of DHCP churn on network characterization. - Long H. Vu; Deepak S. Turaga; Srinivasan Parthasarathy 002 (SIGMETRICS, 2014)

A fast online learning algorithm for distributed mining of BigData. - Yu Zhang 025; Daby M. Sow; Deepak S. Turaga; Mihaela van der Schaar (SIGMETRICS Perform. Evaluation Rev., 2014)

Mining of Sensor Data in Healthcare: A Survey. - Daby M. Sow; Kiran K. Turaga; Deepak S. Turaga; J. Michael Schmidt (Healthcare Data Analytics, 2015)

Online Transfer Learning for Differential Diagnosis Determination. - Jie Xu 001; Daby M. Sow; Deepak S. Turaga; Mihaela van der Schaar (AAAI Workshop: WWW and Public Health Intelligence, 2015)

Budgeted Prediction with Expert Advice. - Kareem Amin 002; Satyen Kale; Gerald Tesauro; Deepak S. Turaga (AAAI, 2015)

Towards Cognitive Automation of Data Science. - Alain Biem; Maria Butrico; Mark Feblowitz; Tim Klinger; Yuri Malitsky; Kenney Ng; Adam Perer; Chandra Reddy; Anton Riabov; Horst Samulowitz; Daby M. Sow; Gerald Tesauro; et al. (AAAI, 2015)

Planning-Based Reasoning for Automated Large-Scale Data Analysis. - Anton V. Riabov; Shirin Sohrabi; Daby M. Sow; Deepak S. Turaga; Octavian Udrea; Long H. Vu (ICAPS, 2015)

State-Driven Dynamic Sensor Selection and Prediction with State-Stacked Sparseness. - Guo-Jun Qi; Charu C. Aggarwal; Deepak S. Turaga; Daby M. Sow; Phil Anno (KDD, 2015)

Believe It Today or Tomorrow? Detecting Untrustworthy Information from Dynamic Multi-Source Data. - Houping Xiao; Yaliang Li; Jing Gao 004; Fei Wang; Liang Ge; Wei Fan 001; Long H. Vu; Deepak S. Turaga (SDM, 2015)

SOFIA: An Analytics Recommendation System. - Fatemeh Nargesian; Alain Biem; Prateek Jain 001; Srinivasan Parthasarathy 002; Deepak S. Turaga (ISWC (Posters & Demos), 2015)

Temporal Multi-View Inconsistency Detection for Network Traffic Analysis. - Houping Xiao; Jing Gao 004; Deepak S. Turaga; Long H. Vu; Alain Biem (WWW (Companion Volume), 2015)

Cognito: Automated Feature Engineering for Supervised Learning. - Udayan Khurana; Deepak S. Turaga; Horst Samulowitz; Srinivasan Parthasrathy (ICDM Workshops, 2016)

Adaptive data augmentation for image classification. - Alhussein Fawzi; Horst Samulowitz; Deepak S. Turaga; Pascal Frossard (ICIP, 2016)

Image inpainting through neural networks hallucinations. - Alhussein Fawzi; Horst Samulowitz; Deepak S. Turaga; Pascal Frossard (IVMSP, 2016)

Firstfilter: A cost-sensitive approach to malicious URL detection in large-scale enterprise networks. - Long H. Vu; Phuong Nguyen 002; Deepak S. Turaga (IBM J. Res. Dev., 2016)

Graph-based Exploration of Non-graph Datasets. - Udayan Khurana; Srinivasan Parthasarathy 002; Deepak S. Turaga (Proc. VLDB Endow., 2016)

Learning Feature Engineering for Classification. - Fatemeh Nargesian; Horst Samulowitz; Udayan Khurana; Elias B. Khalil; Deepak S. Turaga (IJCAI, 2017)

REMIX: Automated Exploration for Interactive Outlier Detection. - Yanjie Fu; Charu C. Aggarwal; Srinivasan Parthasarathy 002; Deepak S. Turaga; Hui Xiong 001 (KDD, 2017)

Learning Temporal State of Diabetes Patients via Combining Behavioral and Demographic Data. - Houping Xiao; Jing Gao 004; Long H. Vu; Deepak S. Turaga (KDD, 2017)

Outlier Detection with Autoencoder Ensembles. - Jinghui Chen; Saket Sathe 001; Charu C. Aggarwal; Deepak S. Turaga (SDM, 2017)

Detecting Malicious Behavior in Computer Networks via Cost-Sensitive and Connectivity Constrained Classification. - Houping Xiao; Jing Gao 004; Long H. Vu; Deepak S. Turaga (SDM, 2017)

Feature Engineering for Predictive Modeling Using Reinforcement Learning. - Udayan Khurana; Horst Samulowitz; Deepak S. Turaga (AAAI, 2018)

Dataset Evolver: An Interactive Feature Engineering Notebook. - Fatemeh Nargesian; Udayan Khurana; Tejaswini Pedapati; Horst Samulowitz; Deepak S. Turaga (AAAI, 2018)

A Large-Scale System for Real-Time Glucose Monitoring. - Long H. Vu; Venkata N. Pavuluri; Yuan-Chi Chang; Deepak S. Turaga; Alex Zhong; Pratik Agrawal; Amit Singh; Boyi Jiang; Krishna Chirutha (DSN Workshops, 2018)

Introduction to the Interfaces Special Issue: Applications of Analytics and Operations Research in Big Data Analysis. - Deepak S. Turaga (Interfaces, 2018)

Streaming Analytics. - Deepak S. Turaga (Encyclopedia of Database Systems (2nd ed.), 2018)

Pulse of the City: Spatio-Temporal Twitter Content Analysis. - Yunan Lu 001; William A. Kusmik; Deepak S. Turaga (ICDE Workshops, 2020)

Feature-Engineered Random Forests. - Saket Sathe 001; Charu Aggarwal 001; Horst Samulowitz; Deepak S. Turaga (SDM, 2024)