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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, [ ... ], Kenji Doya

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

Baiying Lei, Ee-Leng Tan, [ ... ], Tianfu Wang

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

Selcuk Korkmaz, Gokmen Zararsiz, Dincer Goksuluk

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

Wei Liu, Peijun Du, Dongchen Wang

Identifying TF-MiRNA Regulatory Relationships Using Multiple Features

Mingyu Shao, Yanni Sun, Shuigeng Zhou

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, [ ... ], Michael G. Janech

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

Rui Li, Robert Perneczky, [ ... ], Alzheimer’s Disease Neuroimaging Initiative

A Global Optimization Approach to Multi-Polarity Sentiment Analysis

Xinmiao Li, Jing Li, Yukeng Wu

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

Margarita Sanromán-Junquera, Inmaculada Mora-Jiménez, [ ... ], José Luis Rojo-Álvarez

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

Gilles Lemesle, Fleur Maury, [ ... ], Florence Pinet

Human and Machine Learning in Non-Markovian Decision Making

Aaron Michael Clarke, Johannes Friedrich, [ ... ], Michael H. Herzog

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

Xueying Zhang, Qinbao Song

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

Yongbin Chen, Wanqun Yang, [ ... ], Biao Huang

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