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BMCBI
2006
151views more  BMCBI 2006»
13 years 6 months ago
Machine learning and word sense disambiguation in the biomedical domain: design and evaluation issues
Background: Word sense disambiguation (WSD) is critical in the biomedical domain for improving the precision of natural language processing (NLP), text mining, and information ret...
Hua Xu, Marianthi Markatou, Rositsa Dimova, Hongfa...
BMCBI
2006
89views more  BMCBI 2006»
13 years 6 months ago
SPODOBASE : an EST database for the lepidopteran crop pest Spodoptera
Background: The Lepidoptera Spodoptera frugiperda is a pest which causes widespread economic damage on a variety of crop plants. It is also well known through its famous Sf9 cell ...
Vincent Nègre, Thierry Hotelier, Anne-Natha...
BIODATAMINING
2008
117views more  BIODATAMINING 2008»
13 years 6 months ago
Search extension transforms Wiki into a relational system: A case for flavonoid metabolite database
Background: In computer science, database systems are based on the relational model founded by Edgar Codd in 1970. On the other hand, in the area of biology the word 'databas...
Masanori Arita, Kazuhiro Suwa
KDD
2004
ACM
210views Data Mining» more  KDD 2004»
14 years 6 months ago
Probabilistic author-topic models for information discovery
We propose a new unsupervised learning technique for extracting information from large text collections. We model documents as if they were generated by a two-stage stochastic pro...
Mark Steyvers, Padhraic Smyth, Michal Rosen-Zvi, T...
BMCBI
2010
154views more  BMCBI 2010»
13 years 3 months ago
Knowledge-based matrix factorization temporally resolves the cellular responses to IL-6 stimulation
Background: External stimulations of cells by hormones, cytokines or growth factors activate signal transduction pathways that subsequently induce a re-arrangement of cellular gen...
Andreas Kowarsch, Florian Blöchl, Sebastian B...