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CSB
2003
IEEE
153views Bioinformatics» more  CSB 2003»
15 years 11 months ago
Combining Microarrays and Biological Knowledge for Estimating Gene Networks via Bayesian Networks
We propose a statistical method for estimating a gene network based on Bayesian networks from microarray gene expression data together with biological knowledge including protein-...
Seiya Imoto, Tomoyuki Higuchi, Takao Goto, Kousuke...
KDD
2012
ACM
196views Data Mining» more  KDD 2012»
13 years 9 months ago
Chromatic correlation clustering
We study a novel clustering problem in which the pairwise relations between objects are categorical. This problem can be viewed as clustering the vertices of a graph whose edges a...
Francesco Bonchi, Aristides Gionis, Francesco Gull...
SEMWEB
2005
Springer
15 years 12 months ago
A Little Semantic Web Goes a Long Way in Biology
We show how state-of-the-art Semantic Web technology can be used in e-Science, in particular to automate the classification of proteins in biology. We show that the resulting clas...
Katy Wolstencroft, Andy Brass, Ian Horrocks, Phill...
GCB
2004
Springer
91views Biometrics» more  GCB 2004»
15 years 12 months ago
A Method for Fast Approximate Searching of Polypeptide Structures in the PDB
: The main contribution of this paper is a novel approach for fast searching in huge structural databases like the PDB. The data structure is based on an adaption of the generalize...
Hanjo Täubig, Arno Buchner, Jan Griebsch
FLAIRS
2001
15 years 8 months ago
Views: Fundamental Building Blocks in the Process of Knowledge Discovery
We present a novel approach to describe the knowledge discovery process, focusing on a generalized form of attribute called view. It is observed that the process of knowledge disc...
Hideo Bannai, Yoshinori Tamada, Osamu Maruyama, Ke...