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Machine learning

An Enhanced Probabilistic LDA for Multi-Class Brain Computer Interface

Peng Xu, Ping Yang, Xu Lei, Dezhong Yao

Disordered Microbial Communities in the Upper Respiratory Tract of Cigarette Smokers

Emily S. Charlson, Jun Chen, [ ... ], Ronald G. Collman

Recursive Cluster Elimination Based Support Vector Machine for Disease State Prediction Using Resting State Functional and Effective Brain Connectivity

Gopikrishna Deshpande, Zhihao Li, [ ... ], Xiaoping Hu

Mapping Informative Clusters in a Hierarchial Framework of fMRI Multivariate Analysis

Rui Xu, Zonglei Zhen, Jia Liu

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

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