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CIKM
2004
Springer
15 years 3 months ago
Hierarchical document categorization with support vector machines
Automatically categorizing documents into pre-defined topic hierarchies or taxonomies is a crucial step in knowledge and content management. Standard machine learning techniques ...
Lijuan Cai, Thomas Hofmann
STOC
1993
ACM
117views Algorithms» more  STOC 1993»
15 years 1 months ago
Efficient noise-tolerant learning from statistical queries
In this paper, we study the problem of learning in the presence of classification noise in the probabilistic learning model of Valiant and its variants. In order to identify the cl...
Michael J. Kearns
BMCBI
2006
85views more  BMCBI 2006»
14 years 9 months ago
On single and multiple models of protein families for the detection of remote sequence relationships
Background: The detection of relationships between a protein sequence of unknown function and a sequence whose function has been characterised enables the transfer of functional a...
James A. Casbon, Mansoor A. S. Saqi
BMCBI
2006
120views more  BMCBI 2006»
14 years 9 months ago
SCOWLP: a web-based database for detailed characterization and visualization of protein interfaces
Background: Currently there is a strong need for methods that help to obtain an accurate description of protein interfaces in order to be able to understand the principles that go...
Joan Teyra, Andreas Doms, Michael Schroeder, M. Te...
BMCBI
2007
94views more  BMCBI 2007»
14 years 9 months ago
A structural analysis of in vitro catalytic activities of hammerhead ribozymes
Background: Ribozymes are small catalytic RNAs that possess the dual functions of sequencespecific RNA recognition and site-specific cleavage. Trans-cleaving ribozymes can inhibit...
Yu Shao, Susan Wu, Chi Yu Chan, Jessie R. Klapper,...