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IPM
2007
106views more  IPM 2007»
15 years 6 months ago
Patent document categorization based on semantic structural information
The number of patent documents is currently rising rapidly worldwide, creating the need for an automatic categorization system to replace time-consuming and labor-intensive manual...
Jae-Ho Kim, Key-Sun Choi
DEXAW
2008
IEEE
123views Database» more  DEXAW 2008»
16 years 26 days ago
Text Extraction from the Web via Text-to-Tag Ratio
– We describe a method to extract content text from diverse Web pages by using the HTML document’s Text-to-Tag Ratio rather than specific HTML cues that may not be constant acr...
Tim Weninger, William H. Hsu
EMMCVPR
1997
Springer
15 years 10 months ago
Deterministic Annealing for Unsupervised Texture Segmentation
Abstract. In this paper a rigorous mathematical framework of deterministic annealing and mean-field approximation is presented for a general class of partitioning, clustering and ...
Thomas Hofmann, Jan Puzicha, Joachim M. Buhmann
ECIR
2006
Springer
15 years 7 months ago
Automatic Document Organization in a P2P Environment
Abstract. This paper describes an efficient method to construct reliable machine learning applications in peer-to-peer (P2P) networks by building ensemble based meta methods. We co...
Stefan Siersdorfer, Sergej Sizov
RECOMB
2010
Springer
16 years 1 months ago
A Novel Abundance-Based Algorithm for Binning Metagenomic Sequences Using l-Tuples
Abstract. Metagenomics is the study of microbial communities sampled directly from their natural environment, without prior culturing. Among the computational tools recently develo...
Yu-Wei Wu, Yuzhen Ye