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Papers matching “algorithmic bias” 31

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BIAS: A Toolbox for Benchmarking Structural Bias in the Continuous Domain
2022 IEEE Transactions on Evolutionary Computation article Computer Science Metaheuristic Optimization Algorithms Research Open access

Diederick Vermetten, Bas van Stein, Fabio Caraffini, Leandro Lei Minku, Anna V. Kononova

34

citations
The impact of site-specific digital histology signatures on deep learning model accuracy and bias
2021 Nature Communications article Computer Science AI in cancer detection Open access

Frederick Matthew Howard, James M. Dolezal, Sara E. Kochanny, Jefree J. Schulte, Heather Chen, Lara Rosaline Heij, +7 more

320

citations
Synthesizing optimal bias in randomized self-stabilization
2021 Distributed Computing article Computer Science Distributed systems and fault tolerance Open access

Matthias Volk, Borzoo Bonakdarpour, Joost-Pieter Katoen, Saba Aflaki

3

citations
BIAS: Transparent reporting of biomedical image analysis challenges
2020 Medical Image Analysis article Computer Science Medical Image Segmentation Techniques Open access

Lena Maier‐Hein, Annika Reinke, Michal Kozubek, Anne Louise Martel, Tal Arbel, Matthias Eisenmann, +8 more

9

citations
Validation of 3 Computer-Aided Facial Phenotyping Tools (DeepGestalt, GestaltMatcher, and D-Score): Comparative Diagnostic Accuracy Study
2024 Journal of Medical Internet Research article Computer Science Face recognition and analysis Open access

Alisa Maria Vittoria Reiter, Jean Tori Pantel, Magdalena Danyel, Denise Horn, Claus‐Eric Ott, Martin A. Mensah

18

citations
Promise and pragmatism of AI in global-scale digital pathology: pan-cancer approaches for clinical practice
2026 Journal of Clinical Pathology article Computer Science AI in cancer detection Open access

Sarah E. Coupland, Arvind Rao, Danny Jonigk, Roman David Bülow, Runjan Chetty, Swapnil Ulhas Rane, +2 more

0

citations
Explainable Benchmarking for Iterative Optimization Heuristics
2025 ACM Transactions on Evolutionary Learning and Optimization article Computer Science Metaheuristic Optimization Algorithms Research Open access

Bas van Stein, Diederick Vermetten, Anna V. Kononova, Thomas Bäck

14

citations
Bridging Racial and Age Gaps in Face Recognition: A Data-Augmentation Framework for Fair AI
2026 SN Computer Science article Computer Science Face recognition and analysis Open access

Sofoklis Kitharidis, Anthonie Schaap, Thomas Bäck, Bas van Stein

1

citations
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
Differential privacy for medical deep learning: methods, tradeoffs, and deployment implications
2026 npj Digital Medicine article Computer Science Privacy-Preserving Technologies in Data Open access

Mohsen Vejdanihemmat, Mahshad Lotfinia, Mirabela Rusu, Daniel Truhn, Andreas Maier, Soroosh Tayebi Arasteh

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
Improving the Output Quality of Official Statistics Based on Machine Learning Algorithms
2022 Journal of Official Statistics article Computer Science Data Stream Mining Techniques Open access

Quinten Meertens, Cees G. H. Diks, H.J. van den Herik, Frank W. Takes

6

citations
The no-free-lunch theorems of supervised learning
2021 Synthese article Computer Science Machine Learning and Algorithms Open access

Tom F. Sterkenburg, Peter Grünwald

93

citations
A Recursively Recurrent Neural Network (R2N2) Architecture for Learning Iterative Algorithms
2024 SIAM Journal on Scientific Computing article Computer Science Neural Networks and Applications

Danimir T. Doncevic, Alexander Mitsos, Y. P. Guo, Qianxiao Li, Felix Dietrich, Manuel Dahmen, +1 more

9

citations
On Single-Objective Sub-Graph-Based Mutation for Solving the Bi-Objective Minimum Spanning Tree Problem
2023 Evolutionary Computation article Computer Science Advanced Multi-Objective Optimization Algorithms

Jakob Bossek, Christian Grimme

5

citations
On the Effect of the Cooperation of Indicator-Based Multiobjective Evolutionary Algorithms
2021 IEEE Transactions on Evolutionary Computation article Computer Science Advanced Multi-Objective Optimization Algorithms Open access

Jesús Guillermo Falcón-Cardona, Hisao Ishibuchi, Carlos A. Coello Coello, Michael Emmerich

40

citations
Continuous Sweep for Binary Quantification Learning
2026 Journal of Classification article Computer Science Imbalanced Data Classification Techniques Open access

Kevin Kloos, Julian David Karch, Quinten Meertens, Sander Scholtus, Mark de Rooij

0

citations
Federated Learning in Heterogeneous Networks With Unreliable Communication
2023 IEEE Transactions on Wireless Communications article Computer Science Privacy-Preserving Technologies in Data

Paul Zheng, Yao Lin Zhu, Yulin Hu, Zhengming J. Zhang, Anke Schmeink

40

citations
Virtual mitigation of coherent non-adiabatic transitions by echo verification
2024 Quantum article Computer Science Quantum Computing Algorithms and Architecture Open access

Benjamin F. Schiffer, Dyon van Vreumingen, Jordi Tura, Stefano Polla

5

citations
Technical and clinical validation of a novel deep learning-based white matter hyperintensity segmentation tool
2025 Cerebral Circulation - Cognition and Behavior article Computer Science Medical Image Segmentation Techniques Open access

Benno G. Gesierich, Lukas Pirpamer, Dominik Meier, Michael Amann, Minne N. Cerfontaine, Frank‐Erik de Leeuw, +8 more

7

citations
From real-world electronic health record data to real-world results using artificial intelligence
2022 Annals of the Rheumatic Diseases article Computer Science Machine Learning in Healthcare Open access

Rachel Knevel, Katherine P. Liao

154

citations
Trainable embedding quantum physics informed neural networks for solving nonlinear PDEs
2025 Scientific Reports article Computer Science Quantum Computing Algorithms and Architecture Open access

Norbert Hosters, Matthias Möller

13

citations
Learning density functionals from noisy quantum data
2025 Machine Learning Science and Technology article Computer Science Quantum Computing Algorithms and Architecture Open access

Emiel Koridon, Felix Frohnert, Eric Prehn, Evert van Nieuwenburg, Jordi Tura, Stefano Polla

2

citations
Improving Model-Based Genetic Programming for Symbolic Regression of Small Expressions
2020 Evolutionary Computation article Computer Science Evolutionary Algorithms and Applications Open access

Tanja Alderliesten

125

citations
Integrity-based Explanations for Fostering Appropriate Trust in AI Agents
2023 ACM Transactions on Interactive Intelligent Systems article Computer Science Explainable Artificial Intelligence (XAI) Open access

Siddharth Mehrotra, Carolina Centeio Jorge, Catholijn M. Jonker, Myrthe Lotte Tielman

49

citations