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» The Use of Scientific Data: A Content Analysis
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89
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CIKM
2008
Springer
15 years 26 days ago
Combining concept hierarchies and statistical topic models
Statistical topic models provide a general data-driven framework for automated discovery of high-level knowledge from large collections of text documents. While topic models can p...
Chaitanya Chemudugunta, Padhraic Smyth, Mark Steyv...
79
Voted
ICMCS
2006
IEEE
115views Multimedia» more  ICMCS 2006»
15 years 4 months ago
People Identification with Limited Labels in Privacy-Protected Video
People identification is an essential task for video content analysis in a surveillance system. A good classifier, however, requires a large amount of training data, which may not...
Yi Chang, Rong Yan, Datong Chen, Jie Yang
MM
2005
ACM
145views Multimedia» more  MM 2005»
15 years 4 months ago
Multiple instance learning for labeling faces in broadcasting news video
Labeling faces in news video with their names is an interesting research problem which was previously solved using supervised methods that demand significant user efforts on lab...
Jun Yang 0003, Rong Yan, Alexander G. Hauptmann
CCS
2011
ACM
13 years 10 months ago
Forensic investigation of the OneSwarm anonymous filesharing system
OneSwarm is a system for anonymous p2p file sharing in use by thousands of peers. It aims to provide Onion Routing-like privacy and BitTorrent-like performance. We demonstrate se...
Swagatika Prusty, Brian Neil Levine, Marc Liberato...
KDD
2007
ACM
148views Data Mining» more  KDD 2007»
15 years 11 months ago
Detecting research topics via the correlation between graphs and texts
In this paper we address the problem of detecting topics in large-scale linked document collections. Recently, topic detection has become a very active area of research due to its...
Yookyung Jo, Carl Lagoze, C. Lee Giles