Publikace ASEP
0599042 - ÚTIA 2025 RIV ES eng C - Konferenční příspěvek (zahraniční konf.)
Pérez Cabrera, Iván - Vomlel, Jiří
Enhancing Bayesian Networks with Psychometric Models.
Proceedings of Machine Learning Research (PMLR), Volume 246 : International Conference on Probabilistic Graphical Models. San Diego: JMLR-JOURNAL MACHINE LEARNING RESEARCH, 2024, s. 401-414. E-ISSN 2640-3498.
[International Conference on Probabilistic Graphical Models 2024 /12./. Nijmegen (NL), 11.09.2024-13.09.2024]
Grant CEP: GA ČR(CZ) GA22-11101S
Institucionální podpora: RVO:67985556
Klíčová slova: Bayesian networks * Parameter Learning * Hidden Variables * BN2A models * Cognitive Diagnostic Modeling * Psychometrics
Obor OECD: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
https://library.utia.cas.cz/separaty/2024/MTR/vomlel-0599042.pdf
https://proceedings.mlr.press/v246/perez24a.html
Trvalý odkaz:
https://hdl.handle.net/11104/0356725
0642813 - ÚTIA 2026 RIV CH eng C - Konferenční příspěvek (zahraniční konf.)
Pérez Cabrera, Iván - Vomlel, Jiří - Martinková, P.
From RBMs to BN2A Models: Parameter Transformation for Interpretable Educational Diagnostics.
Symbolic and Quantitative Approaches to Reasoning with Uncertainty. ECSQARU 2025 Proceedings. Cham: Springer, 2026 - (Sauerwald, K.; Thimm, M.), s. 104-117. Lecture Notes in Artificial Intelligence, 16099. ISBN 978-3-032-05133-2. ISSN 0302-9743.
[European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty, ECSQARU 2025 /19./. Hagen (DE), 23.09.2025-26.09.2025]
Grant CEP: GA ČR(CZ) GA25-18070S
Institucionální podpora: RVO:67985556
Klíčová slova: Restricted Boltzmann Machines * BN2A models * Educational Assessment * Interpretable machine learning
Obor OECD: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
https://library.utia.cas.cz/separaty/2025/ZS/perez-0642813.pdf
Trvalý odkaz:
https://hdl.handle.net/11104/0372668
0578481 - ÚTIA 2024 RIV CH eng C - Konferenční příspěvek (zahraniční konf.)
Pérez Cabrera, Iván - Vomlel, Jiří
On Identifiability of BN2A Networks.
Symbolic and Quantitative Approaches to Reasoning with Uncertainty. ECSQARU 2023.. Cham: Springer, 2023 - (Bouraoui, Z.; Vesic, S.), s. 136-148. Lecture Notes in Computer Science, Lecture Notes in Artificial Intelligence, 14294. ISBN 978-3-031-45607-7.
[European Conference, ECSQARU 2023 /17./. Arras (FR), 19.09.2023-22.09.2023]
Grant CEP: GA ČR(CZ) GA21-03658S; GA ČR(CZ) GA22-11101S
Institucionální podpora: RVO:67985556
Klíčová slova: Bayesian networks * BN2A networks * Cognitive Diagnostic Modeling * Psychometrics * Model Identifiability
Obor OECD: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
http://library.utia.cas.cz/separaty/2023/MTR/vomlel-0578481.pdf
Vomlel, Jiří
Trvalý odkaz:
https://hdl.handle.net/11104/0347648
0639050 - ÚTIA 2026 RIV CZ eng C - Konferenční příspěvek (zahraniční konf.)
Pérez Cabrera, Iván - Vomlel, Jiří
Structural Learning of BN2A models.
Proceedings of the 13th Workshop on Uncertainty Processing (WUPES’25). Prague: MatfyzPress, 2025 - (Studený, M.; Ay, N.; Capotorti, A.; Csirmaz, L.; Jiroušek, R.; Kleiter, G.; Shenoy, P.), s. 176-187. ISBN 978-80-7378-525-3.
[Workshop on Uncertainty Processing (WUPES’25). Třešť (CZ), 04.06.2025-07.06.2025]
Institucionální podpora: RVO:67985556
Klíčová slova: Bayesian networks * Psychometrical models * Noisy-AND models
Obor OECD: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
https://library.utia.cas.cz/separaty/2025/MTR/vomlel-0639050.pdf
Trvalý odkaz:
https://hdl.handle.net/11104/0370050