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Decision trees

Survival analysis and classification methods for forest fire size

Pier-Olivier Tremblay, Thierry Duchesne, Steven G. Cumming

A novel decision tree classification based on post-pruning with Bayes minimum risk

Ahmed Mohamed Ahmed, Ahmet Rizaner, Ali Hakan Ulusoy

A Copula Based Approach for Design of Multivariate Random Forests for Drug Sensitivity Prediction

Saad Haider, Raziur Rahman, Souparno Ghosh, Ranadip Pal

Using Inverse Probability Bootstrap Sampling to Eliminate Sample Induced Bias in Model Based Analysis of Unequal Probability Samples

Matthew Nahorniak, David P. Larsen, Carol Volk, Chris E. Jordan

Note Onset Deviations as Musical Piece Signatures

Joan Serrà, Tan Hakan Özaslan, Josep Lluis Arcos

Weight-Loss Induced Changes in Physical Activity and Activity Energy Expenditure in Overweight and Obese Subjects before and after Energy Restriction

Alberto G. Bonomi, Stijn Soenen, Annelies H. C. Goris, Klaas R. Westerterp

Data-Driven Asthma Endotypes Defined from Blood Biomarker and Gene Expression Data

Barbara Jane George, David M. Reif, [ ... ], Stephen W. Edwards

Feature Selection for Speech Emotion Recognition in Spanish and Basque: On the Use of Machine Learning to Improve Human-Computer Interaction

Andoni Arruti, Idoia Cearreta, [ ... ], Basilio Sierra

Intelligent personalized shopping recommendation using clustering and supervised machine learning algorithms

Nail Chabane, Achraf Bouaoune, [ ... ], Vladimir Makarenkov

Identifying Hosts of Families of Viruses: A Machine Learning Approach

Anil Raj, Michael Dewar, [ ... ], Christopher H. Wiggins

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

Olatomiwa O. Bifarin

Changes in physical demands between game quarters of U18 elite official basketball games

Jairo Vázquez-Guerrero, Bruno Fernández-Valdés, [ ... ], Jaime Sampaio

Predicting time to graduation at a large enrollment American university

John M. Aiken, Riccardo De Bin, Morten Hjorth-Jensen, Marcos D. Caballero

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