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PAMI
2010
276views more  PAMI 2010»
13 years 6 months ago
Local-Learning-Based Feature Selection for High-Dimensional Data Analysis
—This paper considers feature selection for data classification in the presence of a huge number of irrelevant features. We propose a new feature selection algorithm that addres...
Yijun Sun, Sinisa Todorovic, Steve Goodison
CVPR
2009
IEEE
15 years 3 months ago
Learning from Ambiguously Labeled Images
In many image and video collections, we have access only to partially labeled data. For example, personal photo collections often contain several faces per image and a caption t...
Benjamin Sapp, Benjamin Taskar, Chris Jordan, Timo...
SIGKDD
2008
138views more  SIGKDD 2008»
13 years 7 months ago
Learning preferences of new users in recommender systems: an information theoretic approach
Recommender systems are a nice tool to help nd items of interest from an overwhelming number of available items. Collaborative Filtering (CF), the best known technology for recomme...
Al Mamunur Rashid, George Karypis, John Riedl
HUC
2009
Springer
14 years 15 days ago
A spotlight on security and privacy risks with future household robots: attacks and lessons
Future homes will be populated with large numbers of robots with diverse functionalities, ranging from chore robots to elder care robots to entertainment robots. While household r...
Tamara Denning, Cynthia Matuszek, Karl Koscher, Jo...
ACL
2012
11 years 10 months ago
Demonstration of IlluMe: Creating Ambient According to Instant Message Logs
We present IlluMe, a software tool pack which creates a personalized ambient using the music and lighting. IlluMe includes an emotion analysis software, the small space ambient li...
Lun-Wei Ku, Cheng-Wei Sun, Ya-Hsin Hsueh