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COLT
1999
Springer
15 years 11 months ago
Covering Numbers for Support Vector Machines
—Support vector (SV) machines are linear classifiers that use the maximum margin hyperplane in a feature space defined by a kernel function. Until recently, the only bounds on th...
Ying Guo, Peter L. Bartlett, John Shawe-Taylor, Ro...
176
Voted
IUI
1998
ACM
15 years 11 months ago
Task-sensitive Cinematography Interfaces for Interactive 3D Learning Environments
Interactive3Dlearningenvironmentscanproviderichproblemsolving experiences with unparalleled visual impact. In these environments, students interactively solve problems by directin...
William H. Bares, Luke S. Zettlemoyer, Dennis W. R...
SIGIR
1998
ACM
15 years 11 months ago
Boosting and Rocchio Applied to Text Filtering
We discuss two learning algorithms for text filtering: modified Rocchio and a boosting algorithm called AdaBoost. We show how both algorithms can be adapted to maximize any gene...
Robert E. Schapire, Yoram Singer, Amit Singhal
HICSS
1996
IEEE
136views Biometrics» more  HICSS 1996»
15 years 11 months ago
Applications of Multilingual Text Retrieval
The recent enormous increase in the use of networked information access and on-line databases has led to more databases being available in languages other than English. The Center...
W. Bruce Croft, John Broglio, Hideo Fujii
SIGIR
2010
ACM
15 years 10 months ago
User comments for news recommendation in social media
Reading and Commenting online news is becoming a common user behavior in social media. Discussion in the form of comments following news postings can be effectively facilitated if...
Jia Wang, Qing Li, Yuanzhu Peter Chen