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Machine learning

Nearest Template Prediction: A Single-Sample-Based Flexible Class Prediction with Confidence Assessment

Yujin Hoshida

How Can Dolphins Recognize Fish According to Their Echoes? A Statistical Analysis of Fish Echoes

Yossi Yovel, Whitlow W. L. Au

Speeded Near Infrared Spectroscopy (NIRS) Response Detection

Xu Cui, Signe Bray, Allan L. Reiss

Ancestral Informative Marker Selection and Population Structure Visualization Using Sparse Laplacian Eigenfunctions

Jun Zhang

MicroRNA-Integrated and Network-Embedded Gene Selection with Diffusion Distance

Di Huang, Xiaobo Zhou, [ ... ], Stephen T. C. Wong

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

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