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» Gene functional classification from heterogeneous data
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134
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BMCBI
2006
163views more  BMCBI 2006»
15 years 3 months ago
Ensemble attribute profile clustering: discovering and characterizing groups of genes with similar patterns of biological featur
Background: Ensemble attribute profile clustering is a novel, text-based strategy for analyzing a userdefined list of genes and/or proteins. The strategy exploits annotation data ...
J. R. Semeiks, A. Rizki, Mina J. Bissell, I. Saira...
125
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NAR
2002
80views more  NAR 2002»
15 years 3 months ago
Wanda: a database of duplicated fish genes
Comparative genomics has shown that ray-finned fish (Actinopterygii) contain more copies of many genes than other vertebrates. A large number of these additional genes appear to h...
Yves Van de Peer, John Shawe-Taylor, Jayabalan Jos...
BMCBI
2005
153views more  BMCBI 2005»
15 years 3 months ago
Learning Statistical Models for Annotating Proteins with Function Information using Biomedical Text
Background: The BioCreative text mining evaluation investigated the application of text mining methods to the task of automatically extracting information from text in biomedical ...
Soumya Ray, Mark Craven
KDD
2009
ACM
198views Data Mining» more  KDD 2009»
16 years 4 months ago
Heterogeneous source consensus learning via decision propagation and negotiation
Nowadays, enormous amounts of data are continuously generated not only in massive scale, but also from different, sometimes conflicting, views. Therefore, it is important to conso...
Jing Gao, Wei Fan, Yizhou Sun, Jiawei Han
177
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CSDA
2011
14 years 10 months ago
Functional density synchronization
Estimating an overall density function from repeated observations on each of a sample of independent subjects or experimental units is of interest. An example is provided by biodem...
Zhen Zhang, Hans-Georg Müller