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Decision analysis

Confirming the statistically significant superiority of tree-based machine learning algorithms over their counterparts for tabular data

Shahadat Uddin, Haohui Lu

published 18 Apr 2024

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Event detection in football: Improving the reliability of match analysis

Jonas Bischofberger, Arnold Baca, Erich Schikuta

published 18 Apr 2024

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A machine learning-based predictive model of causality in orthopaedic medical malpractice cases in China

Qingxin Yang, Li Luo, Zhangpeng Lin, Wei Wen, Wenbo Zeng, Hong Deng

published 17 Apr 2024

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Fabric tearing performance state perception and classification driven by multi-source data

Jianmin Huang, Qingchun Jiao, Yifan Zhang, Gaoqing Xu, Lijun Wang, Dong Yue

published 16 Apr 2024

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Learning epistatic polygenic phenotypes with Boolean interactions

Merle Behr, Karl Kumbier, Aldo Cordova-Palomera, Matthew Aguirre, Omer Ronen, Chengzhong Ye, Euan Ashley, Atul J. Butte, Rima Arnaout, Ben Brown, James Priest, Bin Yu

published 16 Apr 2024

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Fall prediction in a quiet standing balance test via machine learning: Is it possible?

Juliana Pennone, Natasha Fioretto Aguero, Daniel Marczuk Martini, Luis Mochizuki, Alexandre Alarcon do Passo Suaide

published 16 Apr 2024

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Application of machine learning methods for predicting childhood anaemia: Analysis of Ethiopian Demographic Health Survey of 2016

Solomon Hailemariam Tesfaye, Binyam Tariku Seboka, Daniel Sisay

published 11 Apr 2024

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From explanation to intervention: Interactive knowledge extraction from Convolutional Neural Networks used in radiology

Kwun Ho Ngan, Esma Mansouri-Benssassi, James Phelan, Joseph Townsend, Artur d’Avila Garcez

published 10 Apr 2024

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An improved method to detect arrhythmia using ensemble learning-based model in multi lead electrocardiogram (ECG)

Satria Mandala, Ardian Rizal, Adiwijaya, Siti Nurmaini, Sabilla Suci Amini, Gabriel Almayda Sudarisman, Yuan Wen Hau, Abdul Hanan Abdullah

published 09 Apr 2024

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LAVRF: Sign language recognition via Lightweight Attentive VGG16 with Random Forest

Edmond Li Ren Ewe, Chin Poo Lee, Kian Ming Lim, Lee Chung Kwek, Ali Alqahtani

published 04 Apr 2024

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Machine learning evaluation for identification of M-proteins in human serum

Alexandros Sopasakis, Maria Nilsson, Mattias Askenmo, Fredrik Nyholm, Lillemor Mattsson Hultén, Victoria Rotter Sopasakis

published 02 Apr 2024

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Highly efficient photonic radar by incorporating MDM-WDM and machine learning classifiers under adverse weather conditions

Sushank Chaudhary, Abhishek Sharma, Kuldeep Singh, Sunita Khichar, Jyoteesh Malhotra

published 01 Apr 2024

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Random forest model in tax risk identification of real estate enterprise income tax

Chunmei Xu, Yan Kong

published 26 Mar 2024

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