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NIPS
2008
15 years 8 months ago
Semi-supervised Learning with Weakly-Related Unlabeled Data: Towards Better Text Categorization
The cluster assumption is exploited by most semi-supervised learning (SSL) methods. However, if the unlabeled data is merely weakly related to the target classes, it becomes quest...
Liu Yang, Rong Jin, Rahul Sukthankar
BMCBI
2007
100views more  BMCBI 2007»
15 years 6 months ago
SBMLeditor: effective creation of models in the Systems Biology Markup Language (SBML)
Background: The need to build a tool to facilitate the quick creation and editing of models encoded in the Systems Biology Markup language (SBML) has been growing with the number ...
Nicolas Rodriguez, Marco Donizelli, Nicolas Le Nov...
BMCBI
2008
106views more  BMCBI 2008»
15 years 6 months ago
Ontology Design Patterns for bio-ontologies: a case study on the Cell Cycle Ontology
Background: Bio-ontologies are key elements of knowledge management in bioinformatics. Rich and rigorous bio-ontologies should represent biological knowledge with high fidelity an...
Mikel Egaña Aranguren, Erick Antezana, Mart...
SIGIR
2008
ACM
15 years 6 months ago
Enhancing text clustering by leveraging Wikipedia semantics
Most traditional text clustering methods are based on "bag of words" (BOW) representation based on frequency statistics in a set of documents. BOW, however, ignores the ...
Jian Hu, Lujun Fang, Yang Cao, Hua-Jun Zeng, Hua L...
VLDB
2002
ACM
193views Database» more  VLDB 2002»
15 years 6 months ago
REFEREE: An Open Framework for Practical Testing of Recommender Systems using ResearchIndex
Automated recommendation (e.g., personalized product recommendation on an ecommerce web site) is an increasingly valuable service associated with many databases--typically online ...
Dan Cosley, Steve Lawrence, David M. Pennock