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Support vector machines

Automatic Figure Ranking and User Interfacing for Intelligent Figure Search

Hong Yu, Feifan Liu, Balaji Polepalli Ramesh

published 07 Oct 2010

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Classification of Dengue Fever Patients Based on Gene Expression Data Using Support Vector Machines

Ana Lisa V. Gomes, Lawrence J. K. Wee, Asif M. Khan, Laura H. V. G. Gil, Ernesto T. A. Marques Jr, Carlos E. Calzavara-Silva, Tin Wee Tan

published 23 Jun 2010

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Analysis of Antisense Expression by Whole Genome Tiling Microarrays and siRNAs Suggests Mis-Annotation of Arabidopsis Orphan Protein-Coding Genes

Casey R. Richardson, Qing-Jun Luo, Viktoria Gontcharova, Ying-Wen Jiang, Manoj Samanta, Eunseog Youn, Christopher D. Rock

published 26 May 2010

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Mechanisms of Maximum Information Preservation in the Drosophila Antennal Lobe

Ryota Satoh, Masafumi Oizumi, Hokto Kazama, Masato Okada

published 21 May 2010

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FaaPred: A SVM-Based Prediction Method for Fungal Adhesins and Adhesin-Like Proteins

Jayashree Ramana, Dinesh Gupta

published 15 Mar 2010

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Bayesian Markov Random Field Analysis for Protein Function Prediction Based on Network Data

Yiannis A. I. Kourmpetis, Aalt D. J. van Dijk, Marco C. A. M. Bink, Roeland C. H. J. van Ham, Cajo J. F. ter Braak

published 24 Feb 2010

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Urinary Volatile Compounds as Biomarkers for Lung Cancer: A Proof of Principle Study Using Odor Signatures in Mouse Models of Lung Cancer

Koichi Matsumura, Maryanne Opiekun, Hiroaki Oka, Anil Vachani, Steven M. Albelda, Kunio Yamazaki, Gary K. Beauchamp

published 27 Jan 2010

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Exploiting Amino Acid Composition for Predicting Protein-Protein Interactions

Sushmita Roy, Diego Martinez, Harriett Platero, Terran Lane, Margaret Werner-Washburne

published 20 Nov 2009

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Comparing Artificial Neural Networks, General Linear Models and Support Vector Machines in Building Predictive Models for Small Interfering RNAs

Kyle A. McQuisten, Andrew S. Peek

published 22 Oct 2009

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Multiple Sclerosis: MicroRNA Expression Profiles Accurately Differentiate Patients with Relapsing-Remitting Disease from Healthy Controls

Andreas Keller, Petra Leidinger, Julia Lange, Anne Borries, Hannah Schroers, Matthias Scheffler, Hans-Peter Lenhof, Klemens Ruprecht, Eckart Meese

published 13 Oct 2009

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Using Expression and Genotype to Predict Drug Response in Yeast

Douglas M. Ruderfer, David C. Roberts, Stuart L. Schreiber, Ethan O. Perlstein, Leonid Kruglyak

published 04 Sep 2009

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The Validation and Assessment of Machine Learning: A Game of Prediction from High-Dimensional Data

Tune H. Pers, Anders Albrechtsen, Claus Holst, Thorkild I. A. Sørensen, Thomas A. Gerds

published 04 Aug 2009

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SlimPLS: A Method for Feature Selection in Gene Expression-Based Disease Classification

Michael Gutkin, Ron Shamir, Gideon Dror

published 29 Jul 2009

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