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Machine learning

Factors Influencing the Statistical Power of Complex Data Analysis Protocols for Molecular Signature Development from Microarray Data

Constantin F. Aliferis, Alexander Statnikov, [ ... ], Frank E. Harrell Jr.

Computational Identification of Protein Methylation Sites through Bi-Profile Bayes Feature Extraction

Jianlin Shao, Dong Xu, [ ... ], Sai-Ming Ngai

Role of 3′UTRs in the Translation of mRNAs Regulated by Oncogenic eIF4E—A Computational Inference

Arti N. Santhanam, Eckart Bindewald, [ ... ], Bruce A. Shapiro

Cepred: Predicting the Co-Expression Patterns of the Human Intronic microRNAs with Their Host Genes

Dong Wang, Ming Lu, [ ... ], Qinghua Cui

When Does Reward Maximization Lead to Matching Law?

Yutaka Sakai, Tomoki Fukai

ANGLOR: A Composite Machine-Learning Algorithm for Protein Backbone Torsion Angle Prediction

Sitao Wu, Yang Zhang

On Evaluating MHC-II Binding Peptide Prediction Methods

Yasser EL-Manzalawy, Drena Dobbs, Vasant Honavar

Identification of a 5-Protein Biomarker Molecular Signature for Predicting Alzheimer's Disease

Martín Gómez Ravetti, Pablo Moscato

Towards Zero Training for Brain-Computer Interfacing

Matthias Krauledat, Michael Tangermann, Benjamin Blankertz, Klaus-Robert Müller

CyclinPred: A SVM-Based Method for Predicting Cyclin Protein Sequences

Mridul K. Kalita, Umesh K. Nandal, [ ... ], Dinesh Gupta

Functional Annotation and Identification of Candidate Disease Genes by Computational Analysis of Normal Tissue Gene Expression Data

Laura Miozzi, Rosario Michael Piro, [ ... ], Paolo Provero

Global Considerations in Hierarchical Clustering Reveal Meaningful Patterns in Data

Roy Varshavsky, David Horn, Michal Linial

Dual Targeted Mitochondrial Proteins Are Characterized by Lower MTS Parameters and Total Net Charge

Maya Dinur-Mills, Merav Tal, Ophry Pines

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