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Decision trees

Forecasting mergers and acquisitions failure based on partial-sigmoid neural network and feature selection

Wenbin Bi, Qiusheng Zhang

published 17 Nov 2021

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On prediction of aided behavioural measures using speech auditory brainstem responses and decision trees

Emanuele Perugia, Ghada BinKhamis, Josef Schlittenlacher, Karolina Kluk

published 16 Nov 2021

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Atrial fibrillation detection in outpatient electrocardiogram monitoring: An algorithmic crowdsourcing approach

Ali Bahrami Rad, Conner Galloway, Daniel Treiman, Joel Xue, Qiao Li, Reza Sameni, Dave Albert, Gari D. Clifford

published 16 Nov 2021

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A new ML-based approach to enhance student engagement in online environment

Sarra Ayouni, Fahima Hajjej, Mohamed Maddeh, Shaha Al-Otaibi

published 10 Nov 2021

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Prediction of massive bleeding in pancreatic surgery based on preoperative patient characteristics using a decision tree

Taiichi Wakiya, Keinosuke Ishido, Norihisa Kimura, Hayato Nagase, Shunsuke Kubota, Hiroaki Fujita, Yusuke Hagiwara, Taishu Kanda, Masashi Matsuzaka, Yoshihiro Sasaki, Kenichi Hakamada

published 09 Nov 2021

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Decision tree accelerated CTU partition algorithm for intra prediction in versatile video coding

Guowei Teng, Danqi Xiong, Ran Ma, Ping An

published 08 Nov 2021

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Cost-effectiveness of point-of-care C-Reactive Protein test compared to current clinical practice as an intervention to improve antibiotic prescription in malaria-negative patients in Afghanistan

Simon Dickinson, Huey Yi Chong, Toby Leslie, Mark Rowland, Kristian Schultz Hansen, Dwayne Boyers

published 08 Nov 2021

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Triaging and referring in adjacent general and emergency departments (the TRIAGE trial): A cluster randomised controlled trial

Stefan Morreel, Hilde Philips, Diana De Graeve, Koenraad G. Monsieurs, Jarl K. Kampen, Jasmine Meysman, Eva Lefevre, Veronique Verhoeven

published 03 Nov 2021

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Hollow-tree super: A directional and scalable approach for feature importance in boosted tree models

Stephane Doyen, Hugh Taylor, Peter Nicholas, Lewis Crawford, Isabella Young, Michael E. Sughrue

published 25 Oct 2021

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A model for predicting court decisions on child custody

José Félix Muñoz Soro, Carlos Serrano-Cinca

published 21 Oct 2021

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Investigating the association of CD36 gene polymorphisms (rs1761667 and rs1527483) with T2DM and dyslipidemia: Statistical analysis, machine learning based prediction, and meta-analysis

Ma’mon M. Hatmal, Walhan Alshaer, Ismail S. Mahmoud, Mohammad A. I. Al-Hatamleh, Hamzeh J. Al-Ameer, Omar Abuyaman, Malek Zihlif, Rohimah Mohamud, Mais Darras, Mohammad Al Shhab, Rand Abu-Raideh, Hilweh Ismail, Ali Al-Hamadi, Ali Abdelhay

published 14 Oct 2021

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miRbiom: Machine-learning on Bayesian causal nets of RBP-miRNA interactions successfully predicts miRNA profiles

Upendra Kumar Pradhan, Nitesh Kumar Sharma, Prakash Kumar, Ashwani Kumar, Sagar Gupta, Ravi Shankar

published 12 Oct 2021

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Grouping successive freezing of gait episodes has neutral to detrimental effect on freeze detection and prediction in Parkinson’s disease

Scott Pardoel, Gaurav Shalin, Edward D. Lemaire, Jonathan Kofman, Julie Nantel

published 12 Oct 2021

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