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Decision trees

Expected goals in football: Improving model performance and demonstrating value

James Mead, Anthony O’Hare, Paul McMenemy

published 05 Apr 2023

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Predicting a diagnosis of ankylosing spondylitis using primary care health records–A machine learning approach

Jonathan Kennedy, Natasha Kennedy, Roxanne Cooksey, Ernest Choy, Stefan Siebert, Muhammad Rahman, Sinead Brophy

published 31 Mar 2023

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Classification of truck-involved crash severity: Dealing with missing, imbalanced, and high dimensional safety data

Seyed Iman Mohammadpour, Majid Khedmati, Mohammad Javad Hassan Zada

published 22 Mar 2023

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Priority evaluation factors for blockchain application services in public sectors

Joongyeup Lee, Beomsoo Kim, Ae Ri Lee

published 02 Mar 2023

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Origin identification of Cornus officinalis based on PCA-SVM combined model

Yueqiang Jin, Bing Liu, Chaoning Li, Shasha Shi

published 28 Feb 2023

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Lower infant mortality, higher household size, and more access to contraception reduce fertility in low- and middle-income nations

Corey J. A. Bradshaw, Claire Perry, Melinda A. Judge, Chitra M. Saraswati, Jane Heyworth, Peter N. Le Souëf

published 22 Feb 2023

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Machine learning estimation of crude oil viscosity as function of API, temperature, and oil composition: Model optimization and design space

Daihong Li, Xiaoyu Zhang, Qian Kang

published 17 Feb 2023

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Adult height prediction using the growth curve comparison method

Miha Mlakar, Anton Gradišek, Mitja Luštrek, Gregor Jurak, Maroje Sorić, Bojan Leskošek, Gregor Starc

published 16 Feb 2023

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Small hand-designed convolutional neural networks outperform transfer learning in automated cell shape detection in confluent tissues

Louis Combe, Mélina Durande, Hélène Delanoë-Ayari, Olivier Cochet-Escartin

published 16 Feb 2023

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Training machine learning algorithms for automatic facial coding: The role of emotional facial expressions’ prototypicality

Björn Büdenbender, Tim T. A. Höfling, Antje B. M. Gerdes, Georg W. Alpers

published 10 Feb 2023

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Modeling the formation of defensive gaps in basketball: Cutting on a teammate’s drive

Bence Supola, Thomas Hoch, Arnold Baca

published 07 Feb 2023

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Imputation of missing values for cochlear implant candidate audiometric data and potential applications

Cole Pavelchek, Andrew P. Michelson, Amit Walia, Amanda Ortmann, Jacques Herzog, Craig A. Buchman, Matthew A. Shew

published 06 Feb 2023

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Combined segmentation and classification-based approach to automated analysis of biomedical signals obtained from calcium imaging

Gizem Dursun, Dunja Bijelić, Neşe Ayşit, Burcu Kurt Vatandaşlar, Lidija Radenović, Abdulkerim Çapar, Bilal Ersen Kerman, Pavle R. Andjus, Andrej Korenić, Ufuk Özkaya

published 06 Feb 2023

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