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WWW
2009
ACM
14 years 2 months ago
Threshold selection for web-page classification with highly skewed class distribution
We propose a novel cost-efficient approach to threshold selection for binary web-page classification problems with imbalanced class distributions. In many binary-classification ta...
Xiaofeng He, Lei Duan, Yiping Zhou, Byron Dom
ICASSP
2011
IEEE
12 years 11 months ago
Event classification for personal photo collections
People take more and more photos at different time and different events, however, these photos are often put into one giant folder and they are seldom annotated or organized. As t...
Feng Tang, Daniel Tretter, Chris Willis
ICC
2009
IEEE
128views Communications» more  ICC 2009»
14 years 2 months ago
Cost and Target-Based Scheduling for Switch Power Control
—In this paper we propose two advanced algorithms which allow for both differentiated quality-of-service (QOS) and power conservation in input-queued packet switches. These algor...
Benjamin Yolken, Dimitrios Tsamis, Nicholas Bambos
KDD
2007
ACM
190views Data Mining» more  KDD 2007»
14 years 8 months ago
Model-shared subspace boosting for multi-label classification
Typical approaches to multi-label classification problem require learning an independent classifier for every label from all the examples and features. This can become a computati...
Rong Yan, Jelena Tesic, John R. Smith
ISM
2006
IEEE
170views Multimedia» more  ISM 2006»
14 years 1 months ago
Exciting Event Detection Using Multi-level Multimodal Descriptors and Data Classification
Event detection is of great importance in high-level semantic indexing and selective browsing of video clips. However, the use of low-level visual-audio feature descriptors alone ...
Shu-Ching Chen, Min Chen, Chengcui Zhang, Mei-Ling...