Projecten per jaar
Persoonlijk profiel
Research profile
Carlos Zednik addresses philosophical questions about the explanation of biological and artificial intelligence. For psychology and neuroscience, he aims to better understand the way in which mathematical models and computers simulations are used to discover and describe cognitive mechanisms, especially within distributed brain-body-environment systems. For artificial intelligence, he aims to develop norms and best-practice methods for explainable AI in the context of machine learning.
Academic background
Carlos Zednik received a Bachelor's degree in Computer Science and Philosophy from Cornell University, and a Masters degree in Philosophy of Mind from the University of Warwick. After receiving his PhD from Indiana University (Bloomington) on the philosophical foundations of cognitive science, he received fellowships from the DAAD and Alexander-von-Humboldt Foundation to conduct postdoctoral research at the University of Osnabrück. Before arriving in Eindhoven, he was an Assistant Professor at the Otto-von-Guericke University Magdeburg.
Vingerafdruk
Verdiep u in de onderzoeksgebieden waarop Carlos Zednik actief is. Deze onderwerplabels komen uit het werk van deze persoon. Samen vormen ze een unieke vingerafdruk.
- 1 Soortgelijke profielen
Samenwerkingen en hoofdonderzoeksgebieden uit de afgelopen vijf jaar
Recente externe samenwerking op landen-/regioniveau. Duik in de details door op de stippen te klikken of
-
ROBUST AI: Explainable AI for Autonomous Vehicles
Zednik, C. (Project Manager), Ghezzi, M. (Projectmedewerker) & van Broeckhoven, B. (Projectmedewerker)
1/09/22 → 31/08/27
Project: Second tier
-
Cognitive Models as Surrogate models for Explainable AI (EAISI Startup)
Zednik, C. (Project Manager) & Budding, C. (Projectmedewerker)
1/01/21 → 31/12/26
Project: First tier
-
Technical Expertise on Standard ISO/IEC TS6254 - Explainability
Zednik, C. (Project Manager)
1/09/23 → 29/02/24
Project: Onderzoek direct
-
popAI: A European Positive Sum Approach towards AI tools in support of Law Enforcement and safeguarding privacy and fundamental rights (ERC Horizon 2020)
Müller, V. C. (Project Manager), Müller, V. C. (Projectmedewerker), Zednik, C. (Project Manager) & Zednik, C. (Projectmedewerker)
1/10/21 → 30/09/23
Project: Onderzoek direct
-
Assessing students’ DRIVE: A framework to evaluate learning through interactions with generative AI
Oliveira, M. (Corresponding author), Zednik, C., Bombaerts, G., Sadowski, B. & Conijn, R., dec. 2025, In: Computers and Education: Artificial Intelligence. 9, 17 blz., 100497.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open AccessBestand6 Downloads (Pure) -
Can XAI Justify?
Zednik, C. & Verreault-Julien, P., 9 dec. 2025, Philosophy of Science for Machine Learning: Core Issues and New Perspectives. Durán, J. M. & Pozzi, G. (uitgave). Springer, blz. 107-129 23 blz. (Synthese Library (SYLI); vol. 527).Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Hoofdstuk › Academic › peer review
Open AccessBestand3 Downloads (Pure) -
Does Explainable AI Need Cognitive Models?
Budding, C. & Zednik, C., 2024, Proceedings of the Annual Meeting of the Cognitive Science Society. Samuelson, L. K., Frank, S. L., Toneva, M., Mackey, A. & Hazeltine, E. (uitgave). University of California, eScholarship, blz. 5244-5250 7 blz. (Proceedings of the Annual Meeting of the Cognitive Science Society; vol. 46).Onderzoeksoutput: Hoofdstuk in Boek/Rapport/Congresprocedure › Conferentiebijdrage › Academic › peer review
Open AccessBestand19 Downloads (Pure) -
Scientific Exploration and Explainable Artificial Intelligence
Zednik, C. (Corresponding author) & Boelsen, H., 10 mrt. 2022, In: Minds and Machines. 32, 1, blz. 219-239 21 blz.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
Open AccessBestand52 Citaten (Scopus)146 Downloads (Pure) -
Solving the Black Box Problem: A Normative Framework for Explainable Artificial Intelligence
Zednik, C. (Corresponding author), jun. 2021, In: Philosophy & Technology. 34, 2, blz. 265-288 24 blz.Onderzoeksoutput: Bijdrage aan tijdschrift › Tijdschriftartikel › Academic › peer review
291 Citaten (Scopus)
Prijzen
-
AlignAI
Zednik, C. (Ontvanger) & Willemsen, M. C. (Ontvanger), 1 sep. 2024
Prijs: ERC › Anders › Wetenschappelijk
-
Generative AI for Academic Writing in Engineering Education
Conijn, R. (Ontvanger), Zednik, C. (Ontvanger), Bombaerts, G. (Ontvanger), Sadowski, B. M. (Ontvanger) & Barbosa de Oliveira, M. (Ontvanger), 1 aug. 2023
Prijs: Anders › Overig › Wetenschappelijk
Activiteiten
- 1 Workshop, seminar, cursus of expositie
-
Workshop AI, Reasoning, and Explanation, TU Eindhoven, November 2025
Nickel, P. J. (Organisator) & Zednik, C. (Organisator)
19 nov. 2025Activiteit: Types deelname aan of organisatie van een evenement › Workshop, seminar, cursus of expositie › Wetenschappelijk
Cursussen
-
Analysis and control of risk
Schäge, S., Zednik, C., Houkes, W. & Nickel, P. J. 1/09/13 → 31/08/26
Cursus
-
-
-
-
Decisions Under Risk and Uncertainty Project Course
Schäge, S., Houkes, W., Zednik, C., Nickel, P. J. & Gallucci, F. 1/09/13 → 31/08/26
Cursus