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Papers matching “model-agnostic interpretability” 19

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Shapelet-based Model-agnostic Counterfactual Local Explanations for Time Series Classification
2024 arXiv (Cornell University) preprint Computer Science Explainable Artificial Intelligence (XAI) Open access

Qi Huang, Wei Chen, Thomas Bäck, Bas van Stein

1

citations
Model-agnostic Body Part Relevance Assessment for Pedestrian Detection Model Benchmarking
2024 IEEE International Conference on Big Data (BigData) conference-paper Computer Science Explainable Artificial Intelligence (XAI)

Maurice Günder, Rafet Sifa, Christian Bauckhage

1

citations
Evaluation Toolkit for Model Agnostic Methods
2026 Zenodo (CERN European Organization for Nuclear Research) software Computer Science Explainable Artificial Intelligence (XAI) Open access

Tobias Schulze, Daniel Buschmann, Felix Sohnius, Robert Heinrich Schmitt

0

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
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
Feature Contributions to ECG-based Heart-Failure Detection: Deep Learning vs. Statistical Analysis
2022 Computing in cardiology conference-paper Medicine ECG Monitoring and Analysis Open access

Agnese Sbrollini, Marjolein C. De Jongh, Micaela Morettini, Laura Burattini, Cees A. Swenne

3

citations
Recursive Querying of Neural Networks via Weighted Structures
2026 Proceedings of the ACM on Management of Data article Computer Science Logic, Reasoning, and Knowledge Open access

Martin Grohe, Christoph Standke, Juno Steegmans, Jan Van den Bussche

4

citations
Recursive querying of neural networks via weighted structures
2026 arXiv (Cornell University) preprint Computer Science Logic, Reasoning, and Knowledge Open access

Martin Grohe, Christoph Standke, Juno Steegmans, Jan Van den Bussche

0

citations
Recursive querying of neural networks via weighted structures
2026 arXiv (Cornell University) preprint Computer Science Logic, Reasoning, and Knowledge Open access

Martin Grohe, Christoph Standke, Juno Steegmans, Jan Van den Bussche

0

citations
Characterizing the role of early life factors in machine learning-based multimorbidity risk prediction
2025 PLOS Digital Health article Health Professions Artificial Intelligence in Healthcare Open access

Vien Ngoc Dang, Charlotte A. M. Cecil, Carmine Maria Pariante, Jerónimo Hernández-González, Karim Lekadir

1

citations
Toward explainable AI (XAI) for mental health detection based on language behavior
2023 Frontiers in Psychiatry article Psychology Mental Health via Writing Open access

Elma Kerz, Sourabh Zanwar, Daniel Wiechmann

103

citations
Clinically interpretable multiclass neural network for discriminating cardiac diseases
2024 Heliyon article Medicine ECG Monitoring and Analysis Open access

Agnese Sbrollini, Chiara Leoni, Micaela Morettini, Cees A. Swenne, Laura Burattini

0

citations
Sequential EXtreme Gradient Boosting-Based Descriptor Reduction for Size Prediction of Zwitterionic Polymer-Based Nanoparticles
2025 ACS Omega article Materials Science Machine Learning in Materials Science Open access

Sima Rezvantalab, Sara Mihandoost, Roger M. Pallares, Fabian M. Kiessling

1

citations
Estimating chronological age from flicker-induced retinal vascular reactivity: a machine learning approach
2026 Scientific Reports article Medicine Retinal Imaging and Analysis Open access

Abdelrahman Assaf, Baha A. Alsaify, Omar Y. AlJarrah, Shen Li, A Schmidt-Trucksaess, A. Kilani, +2 more

0

citations
Cross-Biome Feature Importance Stability Analysis for SAR-based Flood Mapping with Random Forests
2026 EGU General Assembly Conference Abstracts conference-abstract Environmental Science Flood Risk Assessment and Management Open access

Parisa Havakhor, Paul Christian Hosch, Antara Dasgupta

0

citations
Identification of Electrocardiographic Patterns Related to Mortality with COVID-19
2024 Applied Sciences article Medicine ECG Monitoring and Analysis Open access

Agnese Sbrollini, Micaela Morettini, Massimo Walter Rivolta, Cees A. Swenne, Luca Tommaso Mainardi, Laura Burattini, +1 more

2

citations
Connecting Meteorite Spectra to Lunar Surface Composition Using Hyperspectral Imaging and Machine Learning
2026 Universe article Earth and Planetary Sciences Planetary Science and Exploration Open access

Fatemeh Fazel Hesar, Mojtaba Raouf, Amirmohammad Chegeni, Peyman Soltani, Bernard H. Foing, Elias Chatzitheodoridis, +2 more

0

citations
Enhanced magnetic moment discrimination for multiplex nanoparticle quantification via dual-frequency nonlinearity probing
2026 Communications Engineering article Engineering Characterization and Applications of Magnetic Nanoparticles Open access

Timur Bikulov, U. Engelmann, Andreas Offenhäusser, Hans‐Joachim Krause

0

citations
Connecting Meteorite Spectra to Lunar Surface Composition Using Hyperspectral Imaging and Machine Learning
2025 Research Square preprint Physics and Astronomy Planetary Science and Exploration Open access

Fatemeh Fazel Hesar, Mojtaba Raouf, Amirmohammad Chegeni, Peyman Soltani, Bernard H. Foing, Elias Chatzitheodoridis, +2 more

0

citations

19 results