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162
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BMCBI
2006
203views more  BMCBI 2006»
15 years 3 months ago
Independent component analysis reveals new and biologically significant structures in micro array data
Background: An alternative to standard approaches to uncover biologically meaningful structures in micro array data is to treat the data as a blind source separation (BSS) problem...
Attila Frigyesi, Srinivas Veerla, David Lindgren, ...
KDD
2002
ACM
96views Data Mining» more  KDD 2002»
16 years 4 months ago
A theoretical framework for learning from a pool of disparate data sources
Shai Ben-David, Johannes Gehrke, Reba Schuller
169
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BICOB
2009
Springer
15 years 1 months ago
A Biclustering Method to Discover Co-regulated Genes Using Diverse Gene Expression Datasets
We propose a two-step biclustering approach to mine co-regulation patterns of a given reference gene to discover other genes that function in a common biological process. Currently...
Doruk Bozdag, Jeffrey D. Parvin, Ümit V. &Cce...
195
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ICDE
2008
IEEE
139views Database» more  ICDE 2008»
16 years 5 months ago
Managing Biological Data using bdbms
Mohamed Y. Eltabakh, Mourad Ouzzani, Walid G. Aref...
119
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RECOMB
2002
Springer
16 years 4 months ago
Probabilistic hierarchical clustering for biological data
Biological data, such as gene expression profiles or protein sequences, is often organized in a hierarchy of classes, where the instances assigned to "nearby" classes in...
Eran Segal, Daphne Koller