Energy expenditure prediction in preschool children: a machine learning approach using accelerometry and external validation (2024)
Authors: Hannah J Coyle-Asbil, Lukas Burk, Mirko Brandes, Berit Brandes, Christoph Buck, Marvin N Wright, Lori Ann Vallis
Published at: Physiological Measurement (Volume: 45)
DOI: 10.1088/1361-6579/ad7ad2
Random Survival Forests With Competing Events: A Subdistribution-Based Imputation Approach (2024)
Authors: Charlotte Behning, Alexander Bigerl, Marvin N. Wright, Peggy Sekula, Moritz Berger, Matthias Schmid
Published at: Biometrical Journal (Volume: 66)
DOI: 10.1002/bimj.202400014
Conditional feature importance for mixed data (2024)
Authors: Kristin Blesch, David S. Watson, Marvin N. Wright
Published at: AStA Advances in Statistical Analysis (Volume: 108)
DOI: 10.1007/s10182-023-00477-9
A discovery and verification approach to pharmacovigilance using electronic healthcare data (2024)
Authors: Louis Dijkstra, Tania Schink, Roland Linder, Markus Schwaninger, Iris Pigeot, Marvin N. Wright, Ronja Foraita
Published at: Frontiers in Pharmacology (Volume: 15)
DOI: 10.3389/fphar.2024.1426323
arfpy: A Python Package for Density Estimation and Generative Modeling with Adversarial Random Forests (2024)
Authors: Kristin Blesch, Marvin N. Wright
Published at: Journal of Open Research Software (Volume: 12)
DOI: 10.5334/jors.492
CountARFactuals – Generating Plausible Model-Agnostic Counterfactual Explanations with Adversarial Random Forests (2024)
Authors: Susanne Dandl, Kristin Blesch, Timo Freiesleben, Gunnar König, Jan Kapar, Bernd Bischl, Marvin N. Wright
Published at: Communications in Computer and Information Science (Volume: 2155 CCIS)
DOI: 10.1007/978-3-031-63800-8_5
Toward Understanding the Disagreement Problem in Neural Network Feature Attribution (2024)
Authors: Niklas Koenen, Marvin N. Wright
Published at: Communications in Computer and Information Science (Volume: 2155 CCIS)
DOI: 10.1007/978-3-031-63800-8_13
A Guide to Feature Importance Methods for Scientific Inference (2024)
Authors: Fiona Katharina Ewald, Ludwig Bothmann, Marvin N. Wright, Bernd Bischl, Giuseppe Casalicchio, Gunnar König
Published at: Communications in Computer and Information Science (Volume: 2154 CCIS)
DOI: 10.1007/978-3-031-63797-1_22
Feature Selection (2024)
Authors: Marvin N. Wright
Published at: Applied Machine Learning Using mlr3 in R
DOI: 10.1201/9781003402848-6
Non-sequential Pipelines and Tuning (2024)
Authors: Martin Binder, Florian Pfisterer, Marc Becker, Marvin N. Wright
Published at: Applied Machine Learning Using mlr3 in R
DOI: 10.1201/9781003402848-8