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Machine learning

Machine Learning Methods for Prediction of CDK-Inhibitors

Jayashree Ramana, Dinesh Gupta

published 13 Oct 2010

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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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Inferring Regulatory Networks from Expression Data Using Tree-Based Methods

Vân Anh Huynh-Thu, Alexandre Irrthum, Louis Wehenkel, Pierre Geurts

published 28 Sep 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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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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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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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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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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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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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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A Neurosemantic Theory of Concrete Noun Representation Based on the Underlying Brain Codes

Marcel Adam Just, Vladimir L. Cherkassky, Sandesh Aryal, Tom M. Mitchell

published 13 Jan 2010

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