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Keyword

algorithmic transparency

Description: A principle and area of policy concerned with making the operation, inputs, or decision processes of algorithms understandable to affected people and regulators.
Wikidata ID: wiki/Q50122569
OpenAlex ID: keywords/algorithmic-transparency
High-performance medicine: the convergence of human and artificial intelligence
2018 · Eric J. Topol · Nature Medicine · 10,216
How the machine ‘thinks’: Understanding opacity in machine learning algorithms
2016 · Jenna Burrell · Big Data & Society · 3,156
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Algorithms of Oppression
2018 · Safiya Umoja Noble · NYU Press eBooks · 2,708
Weapons of Math Destruction: How Big Data Increases Inequality and Threatens Democracy
2016 · Cathy O’Neil · 2,335
The practical implementation of artificial intelligence technologies in medicine
2018 · Jianxing He, Sally L. Baxter, et al. · Nature Medicine · 2,231
European Union Regulations on Algorithmic Decision Making and a “Right to Explanation”
2017 · Bryce Goodman, Seth Flaxman · AI Magazine · 2,128
The effects of explainability and causability on perception, trust, and acceptance: Implications for explainable AI
2020 · Donghee Shin · International Journal of Human-Computer Studies · 1,516
Closing the AI accountability gap
2020 · Inioluwa Deborah Raji, Andrew Smart, et al. · 1,417
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The Black Box Society: The Secret Algorithms That Control Money and Information
2016 · Pasquale, Frank 1974- · Contemporary Sociology A Journal of Reviews · 1,319
Why a Right to Explanation of Automated Decision-Making Does Not Exist in the General Data Protection Regulation
2017 · Sandra Wachter, Brent Mittelstadt, et al. · International Data Privacy Law · 1,284
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Ethical and legal challenges of artificial intelligence-driven healthcare
2020 · Sara Gerke, Timo Minssen, et al. · Elsevier eBooks · 1,159
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Counterfactual Explanations Without Opening the Black Box: Automated Decisions and the GDPR
2017 · Sandra Wachter, Brent Mittelstadt, et al. · SSRN Electronic Journal · 1,039
Algorithms as culture: Some tactics for the ethnography of algorithmic systems
2017 · Nick Seaver · Big Data & Society · 1,005
A governance model for the application of AI in health care
2019 · Sandeep Reddy, Sonia Allan, et al. · Journal of the American Medical Informatics Association · 967
Interpretable machine learning
2020 · Parliamentary Office of Science and Technology, Lorna Christie · 951
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Legal and Ethical Consideration in Artificial Intelligence in Healthcare: Who Takes Responsibility?
2022 · Nithesh Naik, B. M. Zeeshan Hameed, et al. · Frontiers in Surgery · 925
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Your Robot Therapist Will See You Now: Ethical Implications of Embodied Artificial Intelligence in Psychiatry, Psychology, and Psychotherapy
2019 · Amelia Fiske, Peter Henningsen, et al. · Journal of Medical Internet Research · 851
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Data governance: Organizing data for trustworthy Artificial Intelligence
2020 · Marijn Janssen, Paul Brous, et al. · Government Information Quarterly · 798
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Accountability in algorithmic decision making
2016 · Nicholas Diakopoulos · Communications of the ACM · 749
Algorithmic Transparency via Quantitative Input Influence: Theory and Experiments with Learning Systems
2016 · Anupam Datta, Shayak Sen, et al. · Proceedings - IEEE Symposium on Security and Privacy/Proceedings of the ... IEEE Symposium on Security and Privacy · 728
Algorithmic Accountability
2014 · Nicholas Diakopoulos · Digital Journalism · 726
'It's Reducing a Human Being to a Percentage'
2018 · Reuben Binns, Max Van Kleek, et al. · CHI Conference on Human Factors in Computing Systems · 688
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Actionable Auditing
2019 · Inioluwa Deborah Raji, Joy Buolamwini · Proceedings of the AAAI/ACM Conference on AI Ethics and Society · 648
Algorithms of oppression: how search engines reinforce racism
2019 · Sanjay Sharma · Ethnic and Racial Studies · 632
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"I always assumed that I wasn't really that close to [her]"
2015 · Motahhare Eslami, Aimee Rickman, et al. · 629
Works count: 15,670
Citation count: 120,600
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