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Decision tree learning

The Use of Machine Learning Methodologies to Analyse Antibiotic and Biocide Susceptibility in Staphylococcus aureus

Joana Rosado Coelho, João André Carriço, [ ... ], Ana Teresa Freitas

Adversarial attacks against supervised machine learning based network intrusion detection systems

Ebtihaj Alshahrani, Daniyal Alghazzawi, Reem Alotaibi, Osama Rabie

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

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

SoccerNet: A Gated Recurrent Unit-based model to predict soccer match winners

Jassim AlMulla, Mohammad Tariqul Islam, Hamada R. H. Al-Absi, Tanvir Alam

Academic achievement prediction in higher education through interpretable modeling

Sixuan Wang, Bin Luo

An intrusion detection model to detect zero-day attacks in unseen data using machine learning

Zhen Dai, Lip Yee Por, [ ... ], Paweł Pławiak

Insights into mobile health application market via a content analysis of marketplace data with machine learning

Gokhan Aydin, Gokhan Silahtaroglu

Drivers of cadmium accumulation in Theobroma cacao L. beans: A quantitative synthesis of soil-plant relationships across the Cacao Belt

Jordon Wade, Marlon Ac-Pangan, [ ... ], Andrew J. Margenot

Evaluation of soccer team defense based on prediction models of ball recovery and being attacked: A pilot study

Kosuke Toda, Masakiyo Teranishi, Keisuke Kushiro, Keisuke Fujii

Computational prediction of diagnosis and feature selection on mesothelioma patient health records

Davide Chicco, Cristina Rovelli

Predicting mortality of patients with acute kidney injury in the ICU using XGBoost model

Jialin Liu, Jinfa Wu, [ ... ], Ke Li

Automatic ICD-10 multi-class classification of cause of death from plaintext autopsy reports through expert-driven feature selection

Ghulam Mujtaba, Liyana Shuib, [ ... ], Mohammed Ali Al-Garadi

Interpretable machine learning with tree-based shapley additive explanations: Application to metabolomics datasets for binary classification

Olatomiwa O. Bifarin

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