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ICML
2003
IEEE
14 years 2 months ago
An Evaluation on Feature Selection for Text Clustering
Feature selection methods have been successfully applied to text categorization but seldom applied to text clustering due to the unavailability of class label information. In this...
Tao Liu, Shengping Liu, Zheng Chen, Wei-Ying Ma
NCA
2003
IEEE
14 years 2 months ago
Adaptive Resource Selection for Grid-Enabled Network Services
Due to the popularity of high-speed networks and advances in packaging and interface technologies, there has been significant efforts for providing high performance applications a...
Byoung-Dai Lee, Jon B. Weissman
PDPTA
2003
13 years 10 months ago
Subway: Peer-to-Peer Clustering Of Clients for Web Proxy
Many cooperated web cache systems and protocols have been proposed. But, these systems need the expensive resources, such as core-link bandwidth and proxy cpu or storage, and need...
Kyungbaek Kim, Daeyeon Park
ICONIP
2004
13 years 10 months ago
Semi-supervised Kernel-Based Fuzzy C-Means
This paper presents a semi-supervised kernel-based fuzzy c-means algorithm called S2KFCM by introducing semi-supervised learning technique and the kernel method simultaneously into...
Daoqiang Zhang, Keren Tan, Songcan Chen
CVPR
2008
IEEE
14 years 10 months ago
Context-aware clustering
Most existing methods of semi-supervised clustering introduce supervision from outside, e.g., manually label some data samples or introduce constrains into clustering results. Thi...
Junsong Yuan, Ying Wu