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SAC
2009
ACM
16 years 1 months ago
Combining statistics and semantics via ensemble model for document clustering
Incorporating background knowledge into data mining algorithms is an important but challenging problem. Current approaches in semi-supervised learning require explicit knowledge p...
Samah Jamal Fodeh, William F. Punch, Pang-Ning Tan
APSEC
2003
IEEE
16 years 1 days ago
Understanding How the Requirements Are Implemented in Source Code
For software maintenance and evolution, a common problem is to understand how each requirement is implemented in the source code. The basic solution of this problem is to find the...
Wei Zhao, Lu Zhang, Yin Liu, Jing Luo, Jiasu Sun
COOPIS
2003
IEEE
16 years 1 days ago
Query Evaluation in Peer-to-Peer Networks of Taxonomy-Based Sources
We consider the problem of query evaluation in Peer-to-Peer (P2P) systems that support semantic-based retrieval services. We confine ourselves to the case where the peers employ t...
Yannis Tzitzikas, Carlo Meghini
CORR
2004
Springer
180views Education» more  CORR 2004»
15 years 6 months ago
Self-Organized Stigmergic Document Maps: Environment as a Mechanism for Context Learning
Social insect societies and more specifically ant colonies, are distributed systems that, in spite of the simplicity of their individuals, present a highly structured social organi...
Vitorino Ramos, Juan J. Merelo Guervós
APWEB
2003
Springer
15 years 12 months ago
Extracting Content Structure for Web Pages Based on Visual Representation
Abstract. A new web content structure based on visual representation is proposed in this paper. Many web applications such as information retrieval, information extraction and auto...
Deng Cai, Shipeng Yu, Ji-Rong Wen, Wei-Ying Ma