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Machine learning

Action-specialized expert ensemble trading system with extended discrete action space using deep reinforcement learning

JoonBum Leem, Ha Young Kim

Machine learning for modeling animal movement

Dhanushi A. Wijeyakulasuriya, Elizabeth W. Eisenhauer, Benjamin A. Shaby, Ephraim M. Hanks

A promising approach for screening pulmonary hypertension based on frontal chest radiographs using deep learning: A retrospective study

Xiao-Ling Zou, Yong Ren, [ ... ], Tian-Tuo Zhang

Parkinson’s disease detection from 20-step walking tests using inertial sensors of a smartphone: Machine learning approach based on an observational case-control study

Milla Juutinen, Cassia Wang, [ ... ], Antti Vehkaoja

A hybrid unsupervised—Deep learning tandem for electrooculography time series analysis

Ruxandra Stoean, Catalin Stoean, [ ... ], Gonzalo Joya

Challenges of machine learning model validation using correlated behaviour data: Evaluation of cross-validation strategies and accuracy measures

Bence Ferdinandy, Linda Gerencsér, [ ... ], Ádám Miklósi

Using machine learning to predict risk of incident opioid use disorder among fee-for-service Medicare beneficiaries: A prognostic study

Wei-Hsuan Lo-Ciganic, James L. Huang, [ ... ], Walid F. Gellad

Risk management system and intelligent decision-making for prefabricated building project under deep learning modified teaching-learning-based optimization

Huazan Liu, Yukang He, [ ... ], Lan Luo

Genome-wide association study and genomic selection for tolerance of soybean biomass to soybean cyst nematode infestation

Waltram Second Ravelombola, Jun Qin, [ ... ], Senyu Chen

Value of laboratory results in addition to vital signs in a machine learning algorithm to predict in-hospital cardiac arrest: A single-center retrospective cohort study

Ryo Ueno, Liyuan Xu, [ ... ], Daryl Jones

A multiresolution mixture generative adversarial network for video super-resolution

Zhiqiang Tian, Yudiao Wang, Shaoyi Du, Xuguang Lan

Estimating the heritability of psychological measures in the Human Connectome Project dataset

Yanting Han, Ralph Adolphs

Evaluation of the impact of body mass index on venous thromboembolism risk factors

Fatemeh Tajik, Mingzheng Wang, Xiaohui Zhang, Jie Han

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