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ICML
2008
IEEE
15 years 10 months ago
Multi-classification by categorical features via clustering
We derive a generalization bound for multiclassification schemes based on grid clustering in categorical parameter product spaces. Grid clustering partitions the parameter space i...
Yevgeny Seldin, Naftali Tishby
WWW
2008
ACM
15 years 10 months ago
Personalized multimedia web summarizer for tourist
In this paper, we highlight the use of multimedia technology in generating intrinsic summaries of tourism related information. The system utilizes an automated process to gather, ...
Xiao Wu, Jintao Li, Yongdong Zhang, Sheng Tang, Sh...
WWW
2007
ACM
15 years 10 months ago
Efficient training on biased minimax probability machine for imbalanced text classification
The Biased Minimax Probability Machine (BMPM) constructs a classifier which deals with the imbalanced learning tasks. In this paper, we propose a Second Order Cone Programming (SO...
Xiang Peng, Irwin King
WWW
2005
ACM
15 years 10 months ago
Enhancing the privacy of web-based communication
A profiling adversary is an adversary whose goal is to classify a population of users into categories according to messages they exchange. This adversary models the most common pr...
Aleksandra Korolova, Ayman Farahat, Philippe Golle
ICCD
2008
IEEE
115views Hardware» more  ICCD 2008»
15 years 6 months ago
Techniques for increasing effective data bandwidth
—In this paper we examine techniques for increasing the effective bandwidth of the microprocessor offchip interconnect. We focus on mechanisms that are orthogonal to other techni...
Christopher Nitta, Matthew Farrens