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Machine learning

Prediction of Associations between microRNAs and Gene Expression in Glioma Biology

Stefan Wuchty, Dolores Arjona, Aiguo Li, Yuri Kotliarov, Jennifer Walling, Susie Ahn, Alice Zhang, Dragan Maric, Rachel Anolik, Jean Claude Zenklusen, Howard A. Fine

published 16 Feb 2011

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Connecting Peptide Physicochemical and Antimicrobial Properties by a Rational Prediction Model

Marc Torrent, David Andreu, Victòria M. Nogués, Ester Boix

published 09 Feb 2011

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Optimization Based Tumor Classification from Microarray Gene Expression Data

Onur Dagliyan, Fadime Uney-Yuksektepe, I. Halil Kavakli, Metin Turkay

published 04 Feb 2011

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An Enhanced Probabilistic LDA for Multi-Class Brain Computer Interface

Peng Xu, Ping Yang, Xu Lei, Dezhong Yao

published 31 Jan 2011

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Disordered Microbial Communities in the Upper Respiratory Tract of Cigarette Smokers

Emily S. Charlson, Jun Chen, Rebecca Custers-Allen, Kyle Bittinger, Hongzhe Li, Rohini Sinha, Jennifer Hwang, Frederic D. Bushman, Ronald G. Collman

published 20 Dec 2010

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Recursive Cluster Elimination Based Support Vector Machine for Disease State Prediction Using Resting State Functional and Effective Brain Connectivity

Gopikrishna Deshpande, Zhihao Li, Priya Santhanam, Claire D. Coles, Mary Ellen Lynch, Stephan Hamann, Xiaoping Hu

published 09 Dec 2010

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Mapping Informative Clusters in a Hierarchial Framework of fMRI Multivariate Analysis

Rui Xu, Zonglei Zhen, Jia Liu

published 30 Nov 2010

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Nearest Template Prediction: A Single-Sample-Based Flexible Class Prediction with Confidence Assessment

Yujin Hoshida

published 23 Nov 2010

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How Can Dolphins Recognize Fish According to Their Echoes? A Statistical Analysis of Fish Echoes

Yossi Yovel, Whitlow W. L. Au

published 19 Nov 2010

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Speeded Near Infrared Spectroscopy (NIRS) Response Detection

Xu Cui, Signe Bray, Allan L. Reiss

published 11 Nov 2010

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Ancestral Informative Marker Selection and Population Structure Visualization Using Sparse Laplacian Eigenfunctions

Jun Zhang

published 04 Nov 2010

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MicroRNA-Integrated and Network-Embedded Gene Selection with Diffusion Distance

Di Huang, Xiaobo Zhou, Christopher J. Lyon, Willa A. Hsueh, Stephen T. C. Wong

published 29 Oct 2010

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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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