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Machine learning algorithms

A shallow convolutional neural network for blind image sharpness assessment

Shaode Yu, Shibin Wu, [ ... ], Leida Li

Evaluation of machine learning algorithms and structural features for optimal MRI-based diagnostic prediction in psychosis

Raymond Salvador, Joaquim Radua, [ ... ], Edith Pomarol-Clotet

Electricity forecasting on the individual household level enhanced based on activity patterns

Krzysztof Gajowniczek, Tomasz Ząbkowski

Learning from label proportions in brain-computer interfaces: Online unsupervised learning with guarantees

David Hübner, Thibault Verhoeven, [ ... ], Pieter-Jan Kindermans

Predicting functional decline and survival in amyotrophic lateral sclerosis

Mei-Lyn Ong, Pei Fang Tan, Joanna D. Holbrook

Use of a machine learning framework to predict substance use disorder treatment success

Laura Acion, Diana Kelmansky, [ ... ], Stephan Arndt

Driver behavior profiling: An investigation with different smartphone sensors and machine learning

Jair Ferreira Júnior, Eduardo Carvalho, [ ... ], Gustavo Pessin

The influence of the negative-positive ratio and screening database size on the performance of machine learning-based virtual screening

Rafał Kurczab, Andrzej J. Bojarski

A study of the transferability of influenza case detection systems between two large healthcare systems

Ye Ye, Michael M. Wagner, [ ... ], Fuchiang Tsui

Exploration of machine learning techniques in predicting multiple sclerosis disease course

Yijun Zhao, Brian C. Healy, [ ... ], Tanuja Chitnis

Relevance popularity: A term event model based feature selection scheme for text classification

Guozhong Feng, Baiguo An, [ ... ], Libiao Zhang

Can machine-learning improve cardiovascular risk prediction using routine clinical data?

Stephen F. Weng, Jenna Reps, [ ... ], Nadeem Qureshi

An improved chaotic fruit fly optimization based on a mutation strategy for simultaneous feature selection and parameter optimization for SVM and its applications

Fei Ye, Xin Yuan Lou, Lin Fu Sun

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