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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, Elizabeth N. Kornaga, Patrick Danaher, Cheryl Crozier, Tammy Piper, Cindy Q. Yao, Janet A. Dunn, Paul C. Boutros, Robert C. Stein, OPTIMA Trial Management Group

published 03 Sep 2020

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PHND: Pashtu Handwritten Numerals Database and deep learning benchmark

Khalil Khan, Byeong-hee Roh, Jehad Ali, Rehan Ullah Khan, Irfan Uddin, Saqlain Hassan, Rabia Riaz, Nasir Ahmad

published 02 Sep 2020

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TargetDB: A target information aggregation tool and tractability predictor

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

published 02 Sep 2020

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Stochastic gradient boosting frequency-severity model of insurance claims

Xiaoshan Su, Manying Bai

published 31 Aug 2020

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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

published 28 Aug 2020

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

Simeone Marino, Yi Zhao, Nina Zhou, Yiwang Zhou, Arthur W. Toga, Lu Zhao, Yingsi Jian, Yichen Yang, Yehu Chen, Qiucheng Wu, Jessica Wild, Brandon Cummings, Ivo D. Dinov

published 28 Aug 2020

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

Filipe Rissieri Lucini, Mateus Augusto dos Reis, Giovani José Caetano da Silveira, Flavio Sanson Fogliatto, Michel José Anzanello, Giordanna Guerra Andrioli, Rafael Nicolaidis, Rafael Coimbra Ferreira Beltrame, Jeruza Lavanholi Neyeloff, Beatriz D'Agord Schaan

published 27 Aug 2020

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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

published 27 Aug 2020

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

Moritz Tacke, Eberhard F. Kochs, Marianne Mueller, Stefan Kramer, Denis Jordan, Gerhard Schneider

published 26 Aug 2020

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

Rui Gao, Cheng Chen, Hang Wang, Chen Chen, Ziwei Yan, Huijie Han, Fangfang Chen, Yan Wu, Zhiao Wang, Yuxiu Zhou, Rumeng Si, Xiaoyi Lv

published 24 Aug 2020

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

Petter Jakobsen, Enrique Garcia-Ceja, Michael Riegler, Lena Antonsen Stabell, Tine Nordgreen, Jim Torresen, Ole Bernt Fasmer, Ketil Joachim Oedegaard

published 24 Aug 2020

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A systematic review of fuzzing based on machine learning techniques

Yan Wang, Peng Jia, Luping Liu, Cheng Huang, Zhonglin Liu

published 18 Aug 2020

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

Yang Song, Jing Zhang, Yu-dong Zhang, Ying Hou, Xu Yan, Yida Wang, Minxiong Zhou, Ye-feng Yao, Guang Yang

published 17 Aug 2020

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