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Machine learning

Automatic Visual Tracking and Social Behaviour Analysis with Multiple Mice

Luca Giancardo, Diego Sona, [ ... ], Vittorio Murino

Calpain Cleavage Prediction Using Multiple Kernel Learning

David A. duVerle, Yasuko Ono, Hiroyuki Sorimachi, Hiroshi Mamitsuka

A Symbiotic Brain-Machine Interface through Value-Based Decision Making

Babak Mahmoudi, Justin C. Sanchez

An empirical evaluation of sampling methods for the classification of imbalanced data

Misuk Kim, Kyu-Baek Hwang

Optimizing hyperparameters of deep reinforcement learning for autonomous driving based on whale optimization algorithm

Nesma M. Ashraf, Reham R. Mostafa, Rasha H. Sakr, M. Z. Rashad

BWGS: A R package for genomic selection and its application to a wheat breeding programme

Gilles Charmet, Louis-Gautier Tran, [ ... ], Sophie Bouchet

DMENet: Diabetic Macular Edema diagnosis using Hierarchical Ensemble of CNNs

Rajeev Kumar Singh, Rohan Gorantla

Prediction models for high risk of suicide in Korean adolescents using machine learning techniques

Jun Su Jung, Sung Jin Park, [ ... ], Kwang Gi Kim

Aerial-trained deep learning networks for surveying cetaceans from satellite imagery

Alex Borowicz, Hieu Le, [ ... ], Heather J. Lynch

Computerization and the future of primary care: A survey of general practitioners in the UK

Charlotte Blease, Michael H. Bernstein, [ ... ], Catherine M. DesRoches

Using Random Forest to Improve the Downscaling of Global Livestock Census Data

Gaëlle Nicolas, Timothy P. Robinson, [ ... ], Marius Gilbert

An Ensemble Based Top Performing Approach for NCI-DREAM Drug Sensitivity Prediction Challenge

Qian Wan, Ranadip Pal

SNOSite: Exploiting Maximal Dependence Decomposition to Identify Cysteine S-Nitrosylation with Substrate Site Specificity

Tzong-Yi Lee, Yi-Ju Chen, [ ... ], Yu-Ju Chen

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