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» Analysis of Variance for Gene Expression Microarray Data
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NAR
1998
73views more  NAR 1998»
14 years 11 months ago
Identification and characterization of the RAD51 gene from the ciliate Tetrahymena thermophila
The RAD51 gene is a eukaryotic homolog of recA, a critical component in homologous recombination and DNA repair pathways in Escherichia coli. We have cloned the RAD51 homolog from...
Colin Campbell, Daniel P. Romero

Publication
197views
13 years 7 months ago
Convex non-negative matrix factorization for massive datasets
Non-negative matrix factorization (NMF) has become a standard tool in data mining, information retrieval, and signal processing. It is used to factorize a non-negative data matrix ...
C. Thurau, K. Kersting, M. Wahabzada, and C. Bauck...
GECCO
2006
Springer
165views Optimization» more  GECCO 2006»
15 years 3 months ago
Comparing mathematical models on the problem of network inference
In this paper we address the problem of finding gene regulatory networks from experimental DNA microarray data. We focus on the evaluation of the performance of different mathemat...
Christian Spieth, Nadine Hassis, Felix Streichert
CINQ
2004
Springer
138views Database» more  CINQ 2004»
15 years 5 months ago
Relevancy in Constraint-Based Subgroup Discovery
This chapter investigates subgroup discovery as a task of constraint-based mining of local patterns, aimed at describing groups of individuals with unusual distributional character...
Nada Lavrac, Dragan Gamberger
ICML
2004
IEEE
16 years 21 days ago
K-means clustering via principal component analysis
Principal component analysis (PCA) is a widely used statistical technique for unsupervised dimension reduction. K-means clustering is a commonly used data clustering for unsupervi...
Chris H. Q. Ding, Xiaofeng He