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Machine learning algorithms

Computational approaches to support comparative analysis of multiparametric tests: Modelling versus Training

John M. S. Bartlett, Jane Bayani, [ ... ], OPTIMA Trial Management Group

PHND: Pashtu Handwritten Numerals Database and deep learning benchmark

Khalil Khan, Byeong-hee Roh, [ ... ], Nasir Ahmad

TargetDB: A target information aggregation tool and tractability predictor

Stephane De Cesco, John B. Davis, Paul E. Brennan

Stochastic gradient boosting frequency-severity model of insurance claims

Xiaoshan Su, Manying Bai

Applications of machine learning in behavioral ecology: Quantifying avian incubation behavior and nest conditions in relation to environmental temperature

Wayne D. Hawkins, Sarah E. DuRant

Compressive Big Data Analytics: An ensemble meta-algorithm for high-dimensional multisource datasets

Simeone Marino, Yi Zhao, [ ... ], Ivo D. Dinov

Man vs. machine: Predicting hospital bed demand from an emergency department

Filipe Rissieri Lucini, Mateus Augusto dos Reis, [ ... ], Beatriz D'Agord Schaan

A machine learning approach to predict intravenous immunoglobulin resistance in Kawasaki disease patients: A study based on a Southeast China population

Tengyang Wang, Guanghua Liu, Hongye Lin

Machine learning for a combined electroencephalographic anesthesia index to detect awareness under anesthesia

Moritz Tacke, Eberhard F. Kochs, [ ... ], Gerhard Schneider

Classification of multicategory edible fungi based on the infrared spectra of caps and stalks

Rui Gao, Cheng Chen, [ ... ], Xiaoyi Lv

Applying machine learning in motor activity time series of depressed bipolar and unipolar patients compared to healthy controls

Petter Jakobsen, Enrique Garcia-Ceja, [ ... ], Ketil Joachim Oedegaard

A systematic review of fuzzing based on machine learning techniques

Yan Wang, Peng Jia, [ ... ], Zhonglin Liu

FeAture Explorer (FAE): A tool for developing and comparing radiomics models

Yang Song, Jing Zhang, [ ... ], Guang Yang

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