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Machine learning algorithms

Weight Trimming and Propensity Score Weighting

Brian K. Lee, Justin Lessler, Elizabeth A. Stuart

published 31 Mar 2011

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Predicting Phenotypic Severity of Uncertain Gene Variants in the RET Proto-Oncogene

David K. Crockett, Stephen R. Piccolo, Perry G. Ridge, Rebecca L. Margraf, Elaine Lyon, Marc S. Williams, Joyce A. Mitchell

published 30 Mar 2011

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Time since Introduction, Seed Mass, and Genome Size Predict Successful Invaders among the Cultivated Vascular Plants of Hawaii

John Paul Schmidt, John M. Drake

published 02 Mar 2011

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Identification and Optimization of Classifier Genes from Multi-Class Earthworm Microarray Dataset

Ying Li, Nan Wang, Edward J. Perkins, Chaoyang Zhang, Ping Gong

published 28 Oct 2010

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Validation of Coevolving Residue Algorithms via Pipeline Sensitivity Analysis: ELSC and OMES and ZNMI, Oh My!

Christopher A. Brown, Kevin S. Brown

published 01 Jun 2010

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Inference of Functional Relations in Predicted Protein Networks with a Machine Learning Approach

Beatriz García-Jiménez, David Juan, Iakes Ezkurdia, Eduardo Andrés-León, Alfonso Valencia

published 01 Apr 2010

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Predicting Drug-Target Interaction Networks Based on Functional Groups and Biological Features

Zhisong He, Jian Zhang, Xiao-He Shi, Le-Le Hu, Xiangyin Kong, Yu-Dong Cai, Kuo-Chen Chou

published 11 Mar 2010

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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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Global Considerations in Hierarchical Clustering Reveal Meaningful Patterns in Data

Roy Varshavsky, David Horn, Michal Linial

published 21 May 2008

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Estimation of Relevant Variables on High-Dimensional Biological Patterns Using Iterated Weighted Kernel Functions

Sergio Rojas-Galeano, Emily Hsieh, Dan Agranoff, Sanjeev Krishna, Delmiro Fernandez-Reyes

published 26 Mar 2008

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Single Trial Classification of Motor Imagination Using 6 Dry EEG Electrodes

Florin Popescu, Siamac Fazli, Yakob Badower, Benjamin Blankertz, Klaus-R. Müller

published 25 Jul 2007

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