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Machine learning

Predicting Protein-Protein Interactions from Primary Protein Sequences Using a Novel Multi-Scale Local Feature Representation Scheme and the Random Forest

Zhu-Hong You, Keith C. C. Chan, Pengwei Hu

Multi-Input Distributed Classifiers for Synthetic Genetic Circuits

Oleg Kanakov, Roman Kotelnikov, [ ... ], Mikhail Ivanchenko

A Fault Diagnosis Methodology for Gear Pump Based on EEMD and Bayesian Network

Zengkai Liu, Yonghong Liu, [ ... ], Qing Huang

Is Demography Destiny? Application of Machine Learning Techniques to Accurately Predict Population Health Outcomes from a Minimal Demographic Dataset

Wei Luo, Thin Nguyen, [ ... ], Steve Allender

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

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