Search Results - "Turaga, Deepak S"

Cross-Layer Packetization and Retransmission Strategies for Delay-Sensitive Wireless Multimedia Transmission by van der Schaar, M., Turaga, D.S.

“…Existing wireless networks provide dynamically varying resources with only limited support for the quality of service required by the bandwidth-intense,…”
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Collaborative resource exchanges for peer-to-peer video streaming over wireless mesh networks by Mastronarde, Nicholas, Turaga, Deepak S., van der Schaar, Mihaela

“…Peer-to-peer collaboration paradigms fundamentally change the passive way wireless stations currently adapt their transmission strategies to match available…”
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Adaptive Topologic Optimization for Large-Scale Stream Mining by Ducasse, Raphael, Turaga, Deepak S, van der Schaar, Mihaela

“…Real-time classification and identification of specific features in high-volume data streams are critical for a plethora of applications, including large-scale…”
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Configuring Trees of Classifiers in Distributed Multimedia Stream Mining Systems by Foo, Brian, Turaga, D S, Verscheure, O, van der Schaar, M, Amini, L

“…Multimedia stream mining applications require the identification of several different attributes in data content, and hence rely on a set of cascaded…”
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Foresighted tree configuration games in resource constrained distributed stream mining sensors by Park, Hyunggon, Turaga, Deepak S., Verscheure, Olivier, van der Schaar, Mihaela

“…We consider the problem of optimizing stream mining applications that are constructed as tree topologies of classifiers and deployed on a set of resource…”
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Introduction to the Interfaces Special Issue: Applications of Analytics and Operations Research in Big Data Analysis by Turaga, Deepak S.

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Classification-Based System For Cross-Layer Optimized Wireless Video Transmission by van der Schaar, M., Turaga, D.S., Raymond Wong

“…Joint optimization strategies across various layers of the protocol stack have recently been proposed for improving the performance of real-time video…”
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Complexity scalable motion compensated wavelet video encoding by Turaga, D.S., van der Schaar, M., Pesquet-Popescu, B.

“…We present a framework for the systematic analysis of video encoding complexity, measured in terms of the number of motion estimation (ME) computations, that…”
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Stochastic Optimization for Content Sharing in P2P Systems by van der Schaar, M., Turaga, D.S., Sood, R.

“…Available resources in peer-to-peer (P2P) systems depend strongly on resource contributions made by individual peers. Empirical data shows that in the absence…”
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Model-based error concealment for wireless video by Turaga, D.S., Tsuhan Chen

“…We introduce model-based schemes for error concealment of networked video. We build appearance models for specific objects in the scene and use these models to…”
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Estimation and mode decision for spatially correlated motion sequences by Turaga, D.S., Tsuhan Chen

“…There are several parts of the video-encoding process that can be optimized for high quality, high compression ratio, and fast encoding speed. We focus on some…”
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Pulse of the City: Spatio-Temporal Twitter Content Analysis by Lu, Yunan, Kusmik, William A., Turaga, Deepak S.

“…The continuous, online processing of streaming data generated by smart city settings offers opportunities for richer, data-driven understanding of modern urban…”
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280-OR: Machine Learning to Predict Hypoglycemic Events from Continuous Glucose Monitoring Data by AGRAWAL, PRATIK, CAO, LINGTAO, CHANG, YUAN-CHI, JACKSON, GRETCHEN P., KEFAYATI, SARAH, PAVULURI, VENKATA, SATHE, SAKET, TURAGA, DEEPAK S., NGUEYEP, RODRIGUE, VITKIN, EDWARD, VU, LONG, ZHONG, YUXIANG

“…Introduction: Hypoglycemia is a potentially life-threatening complication of diabetes that can result in seizures, coma, and death, if left untreated. We have…”
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No reference PSNR estimation for compressed pictures by Turaga, Deepak S., Chen, Yingwei, Caviedes, Jorge

“…Many user-end applications require an estimate of the quality of coded video or images without having access to the original, i.e. a no-reference quality…”
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Call for Papers—Interfaces Special Issue: Applications of Analytics and Operations Research in Big Data Analysis by Turaga, Deepak S.

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Interfaces special issue: Applications of analytics and operations research in big data analysis by Turaga, Deepak S

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Call for Papers—Interfaces Special Issue: Applications of Analytics and Operations Research in Big Data Analysis by Turaga, Deepak S.

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Interfaces special issue: applications of analytics and operations research in Big Data Analysis by Turaga, Deepak S

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Resource Constrained Stream Mining With Classifier Tree Topologies by Foo, Brian, Turaga, Deepak S., Verscheure, Olivier, van der Schaar, Mihaela, Amini, Lisa

“…Stream mining applications require the identification of several different attributes in data content and hence rely on a distributed set of cascaded…”
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Configuring Competing Classifier Chains in Distributed Stream Mining Systems by Fu Fangwen, Turaga, D.S., Verscheure, O., van der Schaar, M., Amini, L.

“…Networks of classifiers are capturing the attention of system and algorithmic researchers because they offer improved accuracy over single model classifiers,…”
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