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BMCBI
2008
96views more  BMCBI 2008»
15 years 6 months ago
Mapping proteins to disease terminologies: from UniProt to MeSH
Background: Although the UniProt KnowledgeBase is not a medical-oriented database, it contains information on more than 2,000 human proteins involved in pathologies. However, thes...
Anaïs Mottaz, Yum Lina Yip, Patrick Ruch, Ann...
225
Voted
BMCBI
2006
141views more  BMCBI 2006»
15 years 6 months ago
The use of concept maps during knowledge elicitation in ontology development processes - the nutrigenomics use case
Background: Incorporation of ontologies into annotations has enabled 'semantic integration' of complex data, making explicit the knowledge within a certain field. One of...
Alexander García Castro, Philippe Rocca-Ser...
JMLR
2012
13 years 9 months ago
Random Search for Hyper-Parameter Optimization
Grid search and manual search are the most widely used strategies for hyper-parameter optimization. This paper shows empirically and theoretically that randomly chosen trials are ...
James Bergstra, Yoshua Bengio
LAWEB
2006
IEEE
16 years 23 days ago
Analysis of Web Search Engine Clicked Documents
In this paper we process and analyze web search engine query and click data from the perspective of the documents (URL’s) selected. We initially define possible document categor...
David F. Nettleton, Liliana Calderón-Benavi...
211
Voted
ESA
2008
Springer
126views Algorithms» more  ESA 2008»
15 years 8 months ago
Space-Time Tradeoffs for Proximity Searching in Doubling Spaces
Abstract. We consider approximate nearest neighbor searching in metric spaces of constant doubling dimension. More formally, we are given a set S of n points and an error bound &g...
Sunil Arya, David M. Mount, Antoine Vigneron, Jian...