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» Evaluating algorithms that learn from data streams
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84
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AINA
2004
IEEE
15 years 4 months ago
A Transparent Rate Adaptation Algorithm for Streaming Video over the Internet
The lack of end-to-end quality of service support in the current Internet has caused significant difficulties to ensuring playback continuity in video streaming applications. This...
L. S. Lam, Jack Y. B. Lee, Soung C. Liew, Wei Wang
CORR
2011
Springer
183views Education» more  CORR 2011»
14 years 4 months ago
Learning When Training Data are Costly: The Effect of Class Distribution on Tree Induction
For large, real-world inductive learning problems, the number of training examples often must be limited due to the costs associated with procuring, preparing, and storing the tra...
Foster J. Provost, Gary M. Weiss
120
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CVPR
2003
IEEE
15 years 5 months ago
Dynamic Depth Recovery from Unsynchronized Video Streams
In this paper, we propose an algorithm for estimating dense depth information of dynamic scenes from multiple video streams captured using unsynchronized stationary cameras. We so...
Chunxiao Zhou, Hai Tao
126
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SDM
2007
SIAM
187views Data Mining» more  SDM 2007»
15 years 2 months ago
Topic Models over Text Streams: A Study of Batch and Online Unsupervised Learning
Topic modeling techniques have widespread use in text data mining applications. Some applications use batch models, which perform clustering on the document collection in aggregat...
Arindam Banerjee, Sugato Basu
PCM
2007
Springer
112views Multimedia» more  PCM 2007»
15 years 6 months ago
Efficient Segment Based Streaming Media Transcoding Proxy for Various Types of Mobile Devices
Streaming media has contributed to a significant amount of today’s Internet Traffic. One solution of to solve this problems is using streaming proxy. There are two categories in ...
Yoohyun Park, Yong-Ju Lee, Hag-Young Kim, Kyongsok...