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Machine learning

Toward Probabilistic Diagnosis and Understanding of Depression Based on Functional MRI Data Analysis with Logistic Group LASSO

Yu Shimizu, Junichiro Yoshimoto, Shigeru Toki, Masahiro Takamura, Shinpei Yoshimura, Yasumasa Okamoto, Shigeto Yamawaki, Kenji Doya

published 01 May 2015

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Automatic Recognition of Fetal Facial Standard Plane in Ultrasound Image via Fisher Vector

Baiying Lei, Ee-Leng Tan, Siping Chen, Liu Zhuo, Shengli Li, Dong Ni, Tianfu Wang

published 01 May 2015

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MLViS: A Web Tool for Machine Learning-Based Virtual Screening in Early-Phase of Drug Discovery and Development

Selcuk Korkmaz, Gokmen Zararsiz, Dincer Goksuluk

published 30 Apr 2015

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Ensemble Learning for Spatial Interpolation of Soil Potassium Content Based on Environmental Information

Wei Liu, Peijun Du, Dongchen Wang

published 30 Apr 2015

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Identifying TF-MiRNA Regulatory Relationships Using Multiple Features

Mingyu Shao, Yanni Sun, Shuigeng Zhou

published 29 Apr 2015

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Proteomic Analysis of Plasma from California Sea Lions (Zalophus californianus) Reveals Apolipoprotein E as a Candidate Biomarker of Chronic Domoic Acid Toxicosis

Benjamin A. Neely, Jason A. Ferrante, J. Mauro Chaves, Jennifer L. Soper, Jonas S. Almeida, John M. Arthur, Frances M. D. Gulland, Michael G. Janech

published 28 Apr 2015

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Gaussian Mixture Models and Model Selection for [18F] Fluorodeoxyglucose Positron Emission Tomography Classification in Alzheimer’s Disease

Rui Li, Robert Perneczky, Igor Yakushev, Stefan Förster, Alexander Kurz, Alexander Drzezga, Stefan Kramer, Alzheimer’s Disease Neuroimaging Initiative

published 28 Apr 2015

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A Global Optimization Approach to Multi-Polarity Sentiment Analysis

Xinmiao Li, Jing Li, Yukeng Wu

published 24 Apr 2015

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Automatic Supporting System for Regionalization of Ventricular Tachycardia Exit Site in Implantable Defibrillators

Margarita Sanromán-Junquera, Inmaculada Mora-Jiménez, Jesús Almendral, Arcadio García-Alberola, José Luis Rojo-Álvarez

published 24 Apr 2015

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Multimarker Proteomic Profiling for the Prediction of Cardiovascular Mortality in Patients with Chronic Heart Failure

Gilles Lemesle, Fleur Maury, Olivia Beseme, Lionel Ovart, Philippe Amouyel, Nicolas Lamblin, Pascal de Groote, Christophe Bauters, Florence Pinet

published 23 Apr 2015

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Human and Machine Learning in Non-Markovian Decision Making

Aaron Michael Clarke, Johannes Friedrich, Elisa M. Tartaglia, Silvia Marchesotti, Walter Senn, Michael H. Herzog

published 21 Apr 2015

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A Multi-Label Learning Based Kernel Automatic Recommendation Method for Support Vector Machine

Xueying Zhang, Qinbao Song

published 20 Apr 2015

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Discriminative Analysis of Parkinson’s Disease Based on Whole-Brain Functional Connectivity

Yongbin Chen, Wanqun Yang, Jinyi Long, Yuhu Zhang, Jieying Feng, Yuanqing Li, Biao Huang

published 17 Apr 2015

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