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Support vector machines

Heart Rate Variability Dynamics for the Prognosis of Cardiovascular Risk

Juan F. Ramirez-Villegas, Eric Lam-Espinosa, David F. Ramirez-Moreno, Paulo C. Calvo-Echeverry, Wilfredo Agredo-Rodriguez

published 28 Feb 2011

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Predictions of Hot Spot Residues at Protein-Protein Interfaces Using Support Vector Machines

Stefano Lise, Daniel Buchan, Massimiliano Pontil, David T. Jones

published 28 Feb 2011

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Comparative Study of SVM Methods Combined with Voxel Selection for Object Category Classification on fMRI Data

Sutao Song, Zhichao Zhan, Zhiying Long, Jiacai Zhang, Li Yao

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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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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Machine Learning Methods for Prediction of CDK-Inhibitors

Jayashree Ramana, Dinesh Gupta

published 13 Oct 2010

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