Search Result "machine learning"


Quantitative Chemogenomics: Machine-Learning Models of Protein-Ligand Interaction

Journal: Current Topics in Medicinal Chemistry
Volume: 11 Issue: 1 Year: 2011 Page: 1978-1993
Author(s): Claes R. Andersson, Mats G. Gustafsson, Helena Strombergsson

Machine Learning Algorithms for Predicting Protein Folding Rates and Stability of Mutant Proteins: Comparison with Statistical Methods

Journal: Current Protein & Peptide Science
Volume: 12 Issue: 6 Year: 2011 Page: 490-502
Author(s): M. Michael Gromiha, Liang-Tsung Huang

Preliminary Diagnosis of Ophthalmological Diseases Through Machine Learning Techniques

Journal: Recent Patents on Signal Processing (Discontinued)
Volume: 1 Issue: 1 Year: 2011 Page: 74-79
Author(s): Andre F. Pagnin, Silvana S. Artioli, Joao P. Papa

Compressed Learning and Its Applications to Subcellular Localization

Journal: Protein & Peptide Letters
Volume: 18 Issue: 9 Year: 2011 Page: 925-934
Author(s): Zhong-Long Zheng, Li Guo, Jiong Jia, Chen-Mao Xie, Wen-Cai Zeng, Jie Yang

Support Vector Machine Based Prediction of P. falciparum Proteasome Inhibitors and Development of Focused Library by Molecular Docking

Journal: Combinatorial Chemistry & High Throughput Screening
Volume: 14 Issue: 1 Year: 2011 Page: 898-907
Author(s): Sangeetha Subramaniam, Monica Mehrotra, Dinesh Gupta

Editorial [Hot Topic: Machine Learning Models in Protein Bioinformatics (Guest Editors: Lukasz Kurgan & Yaoqi Zhou)]

Journal: Current Protein & Peptide Science
Volume: 12 Issue: 6 Year: 2011 Page: 455-455
Author(s): Lukasz Kurgan, Yaoqi Zhou

From Data Processing to Multivariate Validation - Essential Steps in Extracting Interpretable Information from Metabolomics Data

Journal: Current Pharmaceutical Biotechnology
Volume: 12 Issue: 7 Year: 2011 Page: 996-1004
Author(s): Mattias Eliasson, Stefan Rannar, Johan Trygg

Discrimination of Thermostable and Thermophilic Lipases Using Support Vector Machines

Journal: Protein & Peptide Letters
Volume: 18 Issue: 7 Year: 2011 Page: 707-717
Author(s): Wei Zhao, Xunzhang Wang, Riqiang Deng, Jinwen Wang, Hongbo Zhou

In Silico Protein-Protein Interaction Prediction with Sequence Alignment and Classifier Stacking

Journal: Current Protein & Peptide Science
Volume: 12 Issue: 7 Year: 2011 Page: 614-620
Author(s): Simone Marini, Qian Xu, Qiang Yang

A Sampling-Based Method for Ranking Protein Structural Models by Integrating Multiple Scores and Features

Journal: Current Protein & Peptide Science
Volume: 12 Issue: 6 Year: 2011 Page: 540-548
Author(s): Xiaohu Shi, Jingfen Zhang, Zhiquan He, Yi Shang, Dong Xu

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