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Machine learning

Identification and Optimization of Classifier Genes from Multi-Class Earthworm Microarray Dataset

Ying Li, Nan Wang, [ ... ], Ping Gong

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

Inferring Regulatory Networks from Expression Data Using Tree-Based Methods

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

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

Validation of Coevolving Residue Algorithms via Pipeline Sensitivity Analysis: ELSC and OMES and ZNMI, Oh My!

Christopher A. Brown, Kevin S. Brown

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

Inference of Functional Relations in Predicted Protein Networks with a Machine Learning Approach

Beatriz García-Jiménez, David Juan, [ ... ], Alfonso Valencia

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

Jayashree Ramana, Dinesh Gupta

Predicting Drug-Target Interaction Networks Based on Functional Groups and Biological Features

Zhisong He, Jian Zhang, [ ... ], Kuo-Chen Chou

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

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