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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“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.). Association for Computing Machinery (ACM), 21 p. 441Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review
Open AccessFile27 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
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Disentangling Fairness Perceptions in Algorithmic Decision-Making: The Effects of Explanations, Human Oversight, and Contestability
Yurrita Semperena, M., Draws, T., Balayn, A., Murray-Rust, D., Tintarev, N. & Bozzon, A., 2023, CHI 2023 - Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery (ACM), 21 p. 134. (Conference on Human Factors in Computing Systems - Proceedings).Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review
Open AccessFile23 Citations (Scopus)100 Downloads (Pure) -
Explainability in AI Policies: A Critical Review of Communications, Reports, Regulations, and Standards in the EU, US, and UK
Nannini, L., Balayn, A. & Smith, A. L., 2023, Proceedings of the 6th ACM Conference on Fairness, Accountability, and Transparency, FAccT 2023. Association for Computing Machinery (ACM), p. 1198-1212 15 p. (ACM International Conference Proceeding Series).Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review
Open AccessFile6 Citations (Scopus)135 Downloads (Pure) -
Faulty or Ready? Handling Failures in Deep-Learning Computer Vision Models until Deployment: A Study of Practices, Challenges, and Needs
Balayn, A., Rikalo, N., Yang, J. & Bozzon, A., 2023, CHI 2023 - Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems. New York: Association for Computing Machinery (ACM), 20 p. 11Research output: Chapter in Book/Conference proceedings/Edited volume › Conference contribution › Scientific › peer-review
Open AccessFile81 Downloads (Pure)
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)