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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, Ioannis Tsamardinos, Jonathan S. Schildcrout, Bryan E. Shepherd, Frank E. Harrell Jr.

published 17 Mar 2009

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

Jianlin Shao, Dong Xu, Sau-Na Tsai, Yifei Wang, Sai-Ming Ngai

published 17 Mar 2009

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

Arti N. Santhanam, Eckart Bindewald, Vinagolu K. Rajasekhar, Ola Larsson, Nahum Sonenberg, Nancy H. Colburn, Bruce A. Shapiro

published 17 Mar 2009

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

Dong Wang, Ming Lu, Jing Miao, Tingting Li, Edwin Wang, Qinghua Cui

published 10 Feb 2009

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When Does Reward Maximization Lead to Matching Law?

Yutaka Sakai, Tomoki Fukai

published 24 Nov 2008

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

Sitao Wu, Yang Zhang

published 15 Oct 2008

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On Evaluating MHC-II Binding Peptide Prediction Methods

Yasser EL-Manzalawy, Drena Dobbs, Vasant Honavar

published 24 Sep 2008

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

Martín Gómez Ravetti, Pablo Moscato

published 03 Sep 2008

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Towards Zero Training for Brain-Computer Interfacing

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

published 13 Aug 2008

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

Mridul K. Kalita, Umesh K. Nandal, Ansuman Pattnaik, Anandhan Sivalingam, Gowthaman Ramasamy, Manish Kumar, Gajendra P. S. Raghava, Dinesh Gupta

published 02 Jul 2008

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

Laura Miozzi, Rosario Michael Piro, Fabio Rosa, Ugo Ala, Lorenzo Silengo, Ferdinando Di Cunto, Paolo Provero

published 18 Jun 2008

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Global Considerations in Hierarchical Clustering Reveal Meaningful Patterns in Data

Roy Varshavsky, David Horn, Michal Linial

published 21 May 2008

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

Maya Dinur-Mills, Merav Tal, Ophry Pines

published 14 May 2008

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