Research output per year
Research output per year
Personal profile
Thematic collaboration
- Cybersecurity (TPM)
Fingerprint
Dive into the research topics where A.M.A. Balayn is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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A.I. Robustness: a Human-Centered Perspective on Technological Challenges and Opportunities
Tocchetti, A., Corti, L., Balayn, A., Yurrita, M., Lippmann, P., Brambilla, M. & Yang, J., 2025, In: ACM Computing Surveys. 57, 6, 38 p., 141.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile44 Downloads (Pure) -
Towards Effective Human Intervention in Algorithmic Decision-Making: Understanding the Effect of Decision-Makers' Configuration on Decision-Subjects' Fairness Perceptions
Yurrita, M., Verma, H., Balayn, A., Gadiraju, U., Pont, S. C. & Bozzon, A., 2025, CHI '25: Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems. Yamashita, N., Evers, V., Yatani, K., Ding, X., Lee, B., Chetty, M. & Toups-Dugas, P. (eds.). New York, NY: Association for Computing Machinery (ACM), 21 p. 1028Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review
Open AccessFile6 Downloads (Pure) -
From Stem to Stern: Contestability Along AI Value Chains
Balayn, A., Pi, Y., Widder, D. G., Alfrink, K., Yurrita, M., Upadhyay, S., Karusala, N., Lyons, H., Turkay, C. & Gadiraju, U., 2024, CSCW Companion '24: Companion Publication of the 2024 Conference on Computer-Supported Cooperative Work and Social Computing. New York, NY: ACM, p. 720-723 4 p.Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review
Open AccessFile -
“It Is a Moving Process”: Understanding the Evolution of Explainability Needs of Clinicians in Pulmonary Medicine
Corti, L., Oltmans, R., Jung, J., Balayn, A., Wijsenbeek, M. & Yang, J., 2024, CHI '24: Proceedings of the CHI Conference on Human Factors in Computing Systems. Mueller, F. F., Kyburz, P., Williamson, J. R., Sas, C., Wilson, M. L., Toups Dugas, P. & Shklovski, I. (eds.). ACM, 21 p. 441Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review
Open AccessFile71 Downloads (Pure) -
Computer-implemented method of extracting knowledge
Balayn, A. M. A., He, G., Yang, J., Gadiraju, U. & Hu, A., 2023, IPC No. G06N, Priority date 12 Apr 2022, Priority No. NL2031551Research output: Patent
Datasets
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Data underlying the paper "Disentangling Fairness Perceptions in Algorithmic Decision-Making: the Effects of Explanations, Human Oversight, and Contestability"
Murray-Rust, D. S. (Creator), Yurrita Semperena, M. (Creator), Draws, T. A. (Creator), Balayn, A. M. A. (Creator), Tintarev, N. (Creator) & Bozzon, A. (Creator), TU Delft - 4TU.ResearchData, 25 Sept 2024
DOI: 10.4121/62A7AD5F-1225-4618-BD4B-1D66A3941DB3
Dataset/Software: Dataset
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Data underlying the paper "Identifying Algorithmic Decision Subjects' Needs for Meaningful Contestability"
Yurrita Semperena, M. (Creator), Verma, H. (Creator), Balayn, A. M. A. (Creator), Alfrink, C. P. (Creator), Gadiraju, U. K. (Creator) & Bozzon, A. (Creator), TU Delft - 4TU.ResearchData, 17 Feb 2025
DOI: 10.4121/BE171486-FE03-45FE-8D8B-22B4C81CD3A2
Dataset/Software: Dataset
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User Interaction Dataset for JAIR 2024 paper "Opening the Analogical Portal to Explainability: Can Analogies Help Laypeople in AI-assisted Decision Making?"
Yang, J. (Creator), Gadiraju, U. K. (Creator), He, G. (Creator), Buijsman, S. N. R. (Creator) & Balayn, A. M. A. (Creator), TU Delft - 4TU.ResearchData, 6 Feb 2025
DOI: 10.4121/19A75BF7-2825-4C22-96A2-E55EECAC0FEC
Dataset/Software: Dataset
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Analogy-based explanation evaluation dataset for HCOMP 2022 paper "It Is Like Finding a Polar Bear in the Savannah! Concept-level AI Explanations with Analogical Inference from Commonsense Knowledge."
Yang, J. (Creator), Gadiraju, U. K. (Creator), He, G. (Creator), Balayn, A. M. A. (Creator) & Buijsman, S. N. R. (Creator), TU Delft - 4TU.ResearchData, 6 Feb 2025
DOI: 10.4121/DE1DF5C0-5430-40F9-BA9A-BA0D1F415F28
Dataset/Software: Software
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Data underlying the paper "Towards Effective Human Intervention in Algorithmic Decision-Making"
Yurrita Semperena, M. (Creator), Verma, H. (Creator), Balayn, A. M. A. (Creator), Gadiraju, U. K. (Creator), Pont, S. C. (Creator) & Bozzon, A. (Creator), TU Delft - 4TU.ResearchData, 24 Jan 2025
DOI: 10.4121/8C19BB03-14DE-4C85-B781-33EED0CAC44A
Dataset/Software: Dataset
Prizes
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Best Paper Award
He, G. (Recipient), Balayn, A.M.A. (Recipient), Buijsman, S.N.R. (Recipient), Yang, J. (Recipient) & Gadiraju, U.K. (Recipient), 2022
Prize: Prize (including medals and awards)
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Best student paper award at AIES 2023
Balayn, A.M.A. (Recipient), Yurrita Semperena, M. (Recipient), Yang, J. (Recipient) & Gadiraju, U.K. (Recipient), Aug 2023
Prize: Prize (including medals and awards)