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» Generalization Methods in Bioinformatics
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PRIB
2009
Springer
187views Bioinformatics» more  PRIB 2009»
15 years 7 months ago
Semi-supervised Prediction of Protein Interaction Sentences Exploiting Semantically Encoded Metrics
Protein-protein interaction (PPI) identification is an integral component of many biomedical research and database curation tools. Automation of this task through classification ...
Tamara Polajnar, Mark A. Girolami
110
Voted
KDD
2003
ACM
152views Data Mining» more  KDD 2003»
16 years 2 months ago
Interactive exploration of coherent patterns in time-series gene expression data
Discovering coherent gene expression patterns in time-series gene expression data is an important task in bioinformatics research and biomedical applications. In this paper, we pr...
Daxin Jiang, Jian Pei, Aidong Zhang
BIBE
2008
IEEE
137views Bioinformatics» more  BIBE 2008»
15 years 9 months ago
A sparse variational Bayesian approach for fMRI data analysis
— The aim of this work is to propose a new approach for the determination of the design matrix in fMRI experiments. The design matrix embodies all available knowledge about exper...
Vangelis P. Oikonomou, Evanthia E. Tripoliti, Dimi...
BIB
2007
158views more  BIB 2007»
15 years 2 months ago
Biodiversity informatics: organizing and linking information across the spectrum of life
Biological knowledge can be inferred from three major levels of information: molecules, organisms and ecologies. Bioinformatics is an established field that has made significant a...
Indra Neil Sarkar
212
Voted
BIOINFORMATICS
2011
14 years 6 months ago
ProDy: Protein Dynamics Inferred from Theory and Experiments
Summary: We developed a Python package, ProDy, for structurebased analysis of protein dynamics. ProDy allows for quantitative characterization of structural variations in heteroge...
Ahmet Bakan, Lidio M. Meireles, Ivet Bahar