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Papers matching “interpretability evaluation” 141

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Lifting the Fog on Word Clouds: An Evaluation of Interpretability in 234 Individuals
2022 International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP) conference-paper Computer Science Explainable Artificial Intelligence (XAI) Open access

Marc P. Maurits, Maarten Boers, Rachel Knevel

0

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
Evaluation Methodology for Interpretation Methods of Predictive Quality Models
2024 Procedia CIRP article Computer Science Explainable Artificial Intelligence (XAI) Open access

Tobias Schulze, Daniel Buschmann, Robert Heinrich Schmitt

2

citations
Inter-Facility Evaluation of Machine Learning Based Deep Hematopoietic Cell Classifiers for Cytological Evaluation of Hematopoiesis
2023 Blood conference-abstract Computer Science Digital Imaging for Blood Diseases Open access

Julian Thull, Martina Margrit Crysandt, Barbara M. Klinkhammer, Peter Boor, Tim H. Brümmendorf, Volkmar Schulz, +2 more

0

citations
Time series representations classroom (TSRC): a teacher-student-based framework for interpretability-enhanced unsupervised time series representation learning
2025 Machine Learning article Computer Science Time Series Analysis and Forecasting Open access

Wadie Skaf, Mitra Baratchi, Holger H. Hoos

1

citations
Towards End-to-End Multilingual Metaphor Processing: Integrating Detection, Translation, and Evaluation
2026 arXiv (Cornell University) preprint Computer Science Natural Language Processing Techniques Open access

Jiahui Liang, Lifeng Han

0

citations
On the evaluation of synthetic longitudinal electronic health records
2024 BMC Medical Research Methodology article Computer Science Privacy-Preserving Technologies in Data Open access

Jim L. Achterberg, M. Haas, Marco René Spruit

9

citations
GPT-4o and the quest for machine learning interpretability in ICU risk of death prediction
2025 BMC Medical Informatics and Decision Making article Computer Science Machine Learning in Healthcare Open access

Moein E. Samadi, Kateryna Nikulina, Sebastian Johannes Fritsch, Andreas Schuppert

8

citations
GPT-4o and the quest for machine learning interpretability in ICU risk of death prediction
2025 RWTH Publications (RWTH Aachen) article Computer Science Machine Learning in Healthcare Open access

Moein E. Samadi, Kateryna Nikulina, Sebastian Johannes Fritsch, Andreas Schuppert

0

citations
Non-Linear Scoring Model for Translation Quality Evaluation
2025 arXiv (Cornell University) preprint Computer Science Natural Language Processing Techniques Open access

Serge Gladkoff, Lifeng Han, Katerina Gasova

3

citations
Concept-based AI interpretability in physiological time-series data: Example of abnormality detection in electroencephalography
2024 Computer Methods and Programs in Biomedicine article Computer Science Explainable Artificial Intelligence (XAI) Open access

Alexander Brenner, Felix Knispel, Florian P. Fischer, Peter Rossmanith, Yvonne G. Weber, Henner Koch, +3 more

13

citations
Comparative evaluation of CNN and ViT architectures for the petrographic classification of Levantine ceramic micrographs
2026 ACTA IMEKO article Computer Science Image Processing and 3D Reconstruction Open access

Sara Capriotti, Donatella Genovese, Alessio Devoto, Kamal Badreshany, Dennis Braekmans, Silvano Mignardi, +2 more

1

citations
Developing a low-cost, open-source, locally manufactured workstation and computational pipeline for automated histopathology evaluation using deep learning
2024 EBioMedicine article Computer Science AI in cancer detection Open access

Divya Choudhury, James M. Dolezal, Emma Dyer, Sara E. Kochanny, Siddhi Ramesh, Frederick Matthew Howard, +6 more

17

citations
Interpreting Emergent Features in Deep Learning-based Side-channel Analysis
2025 arXiv (Cornell University) preprint Computer Science Cryptographic Implementations and Security Open access

Sengim Karayalçın, Marina Krček, Stjepan Picek

0

citations
Interpreting Emoji with Emoji
2022 conference-paper Computer Science Explainable Artificial Intelligence (XAI) Open access

Jens Helge Reelfs, Timon Mohaupt, Sandipan Sikdar, Markus Strohmaier, Oliver Hohlfeld

2

citations
What Do Temporal Graph Learning Models Learn?
2025 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access

Abigail J. Hayes, Tobias Schumacher, Markus Strohmaier

4

citations
Tomea: an Explainable Method for Comparing Morality Classifiers across Domains
2023 University of Twente Research Information conference-paper Computer Science Explainable Artificial Intelligence (XAI) Open access

Enrico Liscio, Oscar Araque, Lorenzo Gatti, Ionut Constantinescu, Catholijn M. Jonker, K. Kalimeri, +1 more

0

citations
Interpreting Emergent Features in Deep Learning-based Side-channel Analysis
2025 neural information processing systems conference-paper Computer Science Cryptographic Implementations and Security Open access

Sengim Karayalçın, Marina Krček, Stjepan Picek

1

citations
Robust, credible, and interpretable AI-based histopathological prostate cancer grading
2024 medRxiv preprint Computer Science AI in cancer detection Open access

Fabian Westhaeusser, Patrick Fuhlert, Esther Dietrich, Maximilian Lennartz, Robin Khatri, Nico Kaiser, +20 more

1

citations
Query Performance Prediction Using Relevance Judgments Generated by Large Language Models
2025 ACM Transactions on Information Systems article Computer Science Information Retrieval and Search Behavior Open access

Chuan Meng, Negar Arabzadeh, Arian Askari, Mohammad Aliannejadi, Maarten de Rijke

61

citations
An Exploration of Discrepant Recalls Between AI and Human Readers of Malignant Lesions in Digital Mammography Screening
2025 Diagnostics article Computer Science AI in cancer detection Open access

Suzanne L. van Winkel, Ioannis Sechopoulos, Alejandro Rodríguez‐Ruiz, Wouter J. H. Veldkamp, Gisella Gennaro, Margarita L. Chevalier, +4 more

5

citations
Exploring Embedding Spaces for more Coherent Topic Modeling in Electronic Health Records
2022 Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics conference-paper Computer Science Topic Modeling Open access

Emil Rijcken, Kalliopi Zervanou, Marco René Spruit, Pablo J. Mosteiro, Floortje E. Scheepers, Uzay Kaymak

3

citations
Exploring Gender Bias in Large Language Models: An In-depth Dive into the German Language
2025 Workshop on Gender Bias in Natural Language Processing (GeBNLP) conference-paper Computer Science Ethics and Social Impacts of AI Open access

Kristin Gnadt, David Thulke, Simone Kopeinik, Ralf Schlüter

2

citations
Evaluating the Evaluator: Problems With SemEval-2020 Task 1 for Lexical Semantic Change Detection
2026 Journal of Open Humanities Data article Computer Science Natural Language Processing Techniques Open access

Bach Phan Tat, Kevin Heylen, Dirk Geeraerts, Stefano De Pascale, Dirk Speelman

0

citations
Exploring Gender Bias in Large Language Models: An In-depth Dive into the German Language
2025 arXiv (Cornell University) preprint Computer Science Ethics and Social Impacts of AI Open access

Kristin Gnadt, David Thulke, Simone Kopeinik, Ralf Schlüter

0

citations