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PRIB
2010
Springer
123views Bioinformatics» more  PRIB 2010»
13 years 8 months ago
Machine Learning Study of DNA Binding by Transcription Factors from the LacI Family
We studied 1372 LacI-family transcription factors and their 4484 DNA binding sites using machine learning algorithms and feature selection techniques. The Naive Bayes classifier a...
Gennady G. Fedonin, Mikhail S. Gelfand
GCB
2003
Springer
164views Biometrics» more  GCB 2003»
14 years 3 months ago
Integrative machine learning approach for multi-class SCOP protein fold classification
: Classification and prediction of protein structure has been a central research theme in structural bioinformatics. Due to the imbalanced distribution of proteins over multi SCOP ...
Aik Choon Tan, David Gilbert, Yves Deville
BIBE
2009
IEEE
131views Bioinformatics» more  BIBE 2009»
14 years 1 months ago
Learning Scaling Coefficient in Possibilistic Latent Variable Algorithm from Complex Diagnosis Data
—The Possibilistic Latent Variable (PLV) clustering algorithm is a powerful tool for the analysis of complex datasets due to its robustness toward data distributions of different...
Zong-Xian Yin
BIOINFORMATICS
2010
74views more  BIOINFORMATICS 2010»
13 years 10 months ago
Semi-supervised multi-task learning for predicting interactions between HIV-1 and human proteins
Yanjun Qi, Oznur Tastan, Jaime G. Carbonell, Judit...
ISBRA
2011
Springer
13 years 1 months ago
Query-Adaptive Ranking with Support Vector Machines for Protein Homology Prediction
Abstract. Protein homology prediction is a crucial step in templatebased protein structure prediction. The functions that rank the proteins in a database according to their homolog...
Yan Fu, Rong Pan, Qiang Yang, Wen Gao