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» User Modeling for Efficient Use of Multimedia Files
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96
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ICML
2007
IEEE
16 years 1 months ago
Restricted Boltzmann machines for collaborative filtering
Most of the existing approaches to collaborative filtering cannot handle very large data sets. In this paper we show how a class of two-layer undirected graphical models, called R...
Ruslan Salakhutdinov, Andriy Mnih, Geoffrey E. Hin...
131
Voted
MM
2009
ACM
187views Multimedia» more  MM 2009»
15 years 5 months ago
Convex experimental design using manifold structure for image retrieval
Content Based Image Retrieval (CBIR) has become one of the most active research areas in computer science. Relevance feedback is often used in CBIR systems to bridge the semantic ...
Lijun Zhang, Chun Chen, Wei Chen, Jiajun Bu, Deng ...
87
Voted
CHI
2006
ACM
16 years 1 months ago
Time is of the essence: an evaluation of temporal compression algorithms
Although speech is a potentially rich information source, a major barrier to exploiting speech archives is the lack of useful tools for efficiently accessing lengthy speech record...
Simon Tucker, Steve Whittaker
112
Voted
ICMCS
2005
IEEE
94views Multimedia» more  ICMCS 2005»
15 years 6 months ago
Video booklet
In this paper, we propose a novel system, Video Booklet, which enables efficient and nature video browsing and searching. In the system, a set of selected thumbnails excerpted fro...
Xian-Sheng Hua, Shipeng Li, Hong-Jiang Zhang
106
Voted
MSWIM
2005
ACM
15 years 6 months ago
Fast pre-authentication based on proactive key distribution for 802.11 infrastructure networks
Recently, user mobility in wireless data networks is increasing because of the popularity of portable devices and the desire for voice and multimedia applications. These applicati...
Mohamed Kassab, Abdelfattah Belghith, Jean-Marie B...