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Papers matching “explainable machine learning” 23

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Increasing trust and fairness in machine learning applications within the mortgage industry
2022 Machine Learning with Applications article Computer Science Explainable Artificial Intelligence (XAI) Open access

Wessel van Zetten, Guus J. Ramackers, Holger H. Hoos

5

citations
Explainable representation learning of small quantum states
2023 Machine Learning Science and Technology article Computer Science Quantum Computing Algorithms and Architecture Open access

Felix Frohnert, Evert van Nieuwenburg

11

citations
Machine learning tools in production engineering
2022 The International Journal of Advanced Manufacturing Technology article Computer Science Neural Networks and Applications Open access

Michael Rom, Matthias Brockmann, Michaël Herty, Elisa Iacomini

9

citations
Expl(AI)n It to Me – Explainable AI and Information Systems Research
2021 Business & Information Systems Engineering article Computer Science Explainable Artificial Intelligence (XAI) Open access

Kevin Bauer, Oliver Fast Hinz, Wil M. P. van der Aalst, Christof Weinhardt

69

citations
Extending Explainable Ensemble Trees to Regression Contexts
2025 Applied Stochastic Models in Business and Industry article Computer Science Explainable Artificial Intelligence (XAI) Open access

Massimo Aria, Agostino Gnasso, Carmela Iorio, Marjolein Fokkema

1

citations
Modern Learning from Big Data in Critical Care: Primum Non Nocere
2022 Neurocritical Care article Computer Science Machine Learning in Healthcare Open access

Benjamin Yaël Gravesteijn, Ewout Willem Steyerberg, Hester Floor Lingsma

11

citations
Explainable artificial intelligence (XAI) post-hoc explainability methods: risks and limitations in non-discrimination law
2022 AI and Ethics article Computer Science Explainable Artificial Intelligence (XAI)

Ali El-Sharif, Muhammed Syed Ali

125

citations
From beginner to over champion
2023 ICGA Journal article Computer Science Artificial Intelligence in Games

0

citations
Quantifying Model Uncertainty with AutoML and Rashomon Partial Dependence Profiles: Enabling Trustworthy and Human-centered XAI
2026 Information Systems Frontiers article Computer Science Explainable Artificial Intelligence (XAI) Open access

Mustafa Çavuş, Jan N. van Rijn, Przemysław Biecek

0

citations
Explaining predictive models using Shapley values and non-parametric vine copulas
2021 Dependence Modeling article Computer Science Explainable Artificial Intelligence (XAI) Open access

Kjersti Aas, Thomas Nagler, Martin Jullum, Anders Løland

22

citations
Study on the explainability of deep learning models for time series analysis in sheet metal forming
2024 Procedia CIRP article Computer Science Explainable Artificial Intelligence (XAI) Open access

Marco Becker, Philipp Niemietz, Thomas Bergs

5

citations
Evolutionary Computation and Explainable AI: A Roadmap to Understandable Intelligent Systems
2024 IEEE Transactions on Evolutionary Computation article Computer Science Explainable Artificial Intelligence (XAI) Open access

Ryan Zhou, Jaume Bacardit, Alexander E. I. Brownlee, Stefano Cagnoni, Martin Fyvie, Giovanni Iacca, +4 more

29

citations
Explainable AI for Bioinformatics: Methods, Tools and Applications
2023 Briefings in Bioinformatics article Computer Science Explainable Artificial Intelligence (XAI) Open access

Md. Rezaul Karim, Tanhim Islam, Md Shajalal, Oya Beyan, Christoph Lange, Michael Cochez, +2 more

199

citations
Evaluating the Explainable AI Method Grad-CAM for Breath Classification on Newborn Time Series Data
2024 IFAC-PapersOnLine article Computer Science Explainable Artificial Intelligence (XAI) Open access

Camelia Oprea, Mike Grüne, Mateusz Buglowski, Lena Olivier, Thorsten W Orlikowsky, Stefan Kowalewski, +2 more

6

citations
A Comparison of Global Sensitivity Analysis Methods for Explainable AI With an Application in Genomic Prediction
2022 IEEE Access article Computer Science Explainable Artificial Intelligence (XAI) Open access

Bas van Stein, Elena Raponi, Zahra Sadeghi, Niek J. Bouman, Roeland C. H. J. van Ham, Thomas Bäck

61

citations
Interpretation Framework of Predictive Quality Models for Process- and Product-oriented Decision Support
2023 Procedia CIRP article Computer Science Explainable Artificial Intelligence (XAI) Open access

Daniel Buschmann, Tobias Schulze, Chrismarie Enslin, Robert Heinrich Schmitt

11

citations
Ktokolwiek widział, ktokolwiek wie! Ukradziono Nagrodę Nobla z fizyki!
2024 Postępy Fizyki article Computer Science Neural Networks and Applications Open access

Anna Dawid

1

citations
Opening the Black Box: Neural Networks Explained
2025 Frontiers for Young Minds article Computer Science Neural Networks and Applications Open access

Job Speelman, Anikó Lovik

0

citations
Scale-preserving automatic concept extraction (SPACE)
2023 Machine Learning article Computer Science Explainable Artificial Intelligence (XAI) Open access

Andrés Felipe Posada-Moreno, Lukas Kreisköther, Tassilo Glander, Sebastian Trimpe

1

citations
Comments to Jean-Claude Burgelman's article Politics and Open Science: How the European Open Science Cloud Became Reality (the Untold Story) —“EOSC is a bigger ME” and the Dunning Kruger effect
2021 Data Intelligence article Computer Science Research Data Management Practices Open access

Barend Mons

2

citations
Federated BrainAge estimation from MRI: a proof of concept
2023 Alzheimer s & Dementia article Computer Science Privacy-Preserving Technologies in Data Open access

Pedro Mateus, Swier J.F. Garst, Davy Cats, Iñigo Bermejo Delgado, Gennady V. Roshchupkin, Marcel J. T. Reinders, +3 more

4

citations
Biosynfoni: a biosynthesis-informed and interpretable lightweight molecular fingerprint
2025 Journal of Cheminformatics article Computer Science Computational Drug Discovery Methods Open access

Lucina-May Nollen, David Meijer, Maria Sorokina, Justin J. J. van der Hooft

2

citations
Emerging FAIR Ecosystem(s): A Practical Perspective
2022 Research Ideas and Outcomes article Computer Science Research Data Management Practices Open access

Erik Schultes, Arofan Gregory, Barbara Magagna

1

citations

23 results