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Support vector machines

Machine Learning Methods for Prediction of CDK-Inhibitors

Jayashree Ramana, Dinesh Gupta

Automatic Figure Ranking and User Interfacing for Intelligent Figure Search

Hong Yu, Feifan Liu, Balaji Polepalli Ramesh

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

Ana Lisa V. Gomes, Lawrence J. K. Wee, [ ... ], Tin Wee Tan

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, [ ... ], Christopher D. Rock

Mechanisms of Maximum Information Preservation in the Drosophila Antennal Lobe

Ryota Satoh, Masafumi Oizumi, Hokto Kazama, Masato Okada

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

Jayashree Ramana, Dinesh Gupta

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

Yiannis A. I. Kourmpetis, Aalt D. J. van Dijk, [ ... ], Cajo J. F. ter Braak

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, [ ... ], Gary K. Beauchamp

Exploiting Amino Acid Composition for Predicting Protein-Protein Interactions

Sushmita Roy, Diego Martinez, [ ... ], Margaret Werner-Washburne

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

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

Andreas Keller, Petra Leidinger, [ ... ], Eckart Meese

Using Expression and Genotype to Predict Drug Response in Yeast

Douglas M. Ruderfer, David C. Roberts, [ ... ], Leonid Kruglyak

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

Tune H. Pers, Anders Albrechtsen, [ ... ], Thomas A. Gerds

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