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SEMWEB
2005
Springer
16 years 1 hour ago
Ontology Based Analysis of Experimental Data
We address the problem of linking observations from reality to a semantic web based knowledge base. Concepts in the biological domain are increasingly being formalized through ont...
Andrea Splendiani
ICDM
2010
IEEE
208views Data Mining» more  ICDM 2010»
15 years 4 months ago
Bonsai: Growing Interesting Small Trees
Graphs are increasingly used to model a variety of loosely structured data such as biological or social networks and entityrelationships. Given this profusion of large-scale graph ...
Stephan Seufert, Srikanta J. Bedathur, Juliá...
BMCBI
2008
125views more  BMCBI 2008»
15 years 6 months ago
Public microarray repository semantic annotation with ontologies employing text mining and expression profile correlation
ent> <title> <p>Highlights from the Fourth International Society for Computational Biology (ISCB) Student Council Symposium</p> </title> <editor>Lu...
David Ruau, Corinna Kolárik, Heinz-Theodor ...
NIPS
2001
15 years 8 months ago
Active Learning in the Drug Discovery Process
We investigate the following data mining problem from Computational Chemistry: From a large data set of compounds, find those that bind to a target molecule in as few iterations o...
Manfred K. Warmuth, Gunnar Rätsch, Michael Ma...
ICDM
2002
IEEE
132views Data Mining» more  ICDM 2002»
15 years 11 months ago
Speed-up Iterative Frequent Itemset Mining with Constraint Changes
Mining of frequent itemsets is a fundamental data mining task. Past research has proposed many efficient algorithms for the purpose. Recent work also highlighted the importance of...
Gao Cong, Bing Liu