Search results
- 1.0569490 - ÚTIA 2024 RIV CH eng M - Monography Chapter
Uglickich, Evženie - Nagy, Ivan
Prediction of overdispersed count data using real-time cluster-based discretization of explanatory variables.
Informatics in Control, Automation and Robotics. ICINCO 2021 : Revised Selected Papers. Cham: Springer, 2023 - (Gusikhin, O.; Madani, K.; Nijmeijer, H.), s. 163-184. Lecture Notes in Electrical Engineering, 1006. ISBN 978-3-031-26474-0
R&D Projects: GA MŠMT(CZ) 8A19009
Institutional support: RVO:67985556
Keywords : Cluster-based model * Count data * Overdispersion * Recursive Bayesian mixture estimation
OECD category: Statistics and probability
http://library.utia.cas.cz/separaty/2023/ZS/uglickich-0569490.pdf
Permanent Link: https://hdl.handle.net/11104/0340877 - 2.0504124 - ÚTIA 2021 RIV CH eng M - Monography Chapter
Suzdaleva, Evženie - Nagy, Ivan
Practical Initialization of Recursive Mixture-Based Clustering for Non-negative Data.
Informatics in Control, Automation and Robotics. ICINCO 2017.. Cham: Springer, 2020 - (Gusikhin, O.; Madani, K.), s. 679-698. Lecture Notes in Electrical Engineering, 495. ISBN 978-3-030-11292-9
R&D Projects: GA ČR GA15-03564S
Institutional support: RVO:67985556
Keywords : Mixture-based clustering * Recursive mixture estimation * Different components * Non-negative data * Bayesian estimation
OECD category: Statistics and probability
http://library.utia.cas.cz/separaty/2019/ZS/suzdaleva-0504124.pdf
Permanent Link: http://hdl.handle.net/11104/0295982 - 3.0491347 - ÚTIA 2020 RIV DE eng M - Monography Chapter
Suzdaleva, Evgenia - Nagy, Ivan
Mixture Initialization Based on Prior Data Visual Analysis.
Intuitionistic Fuzziness and Other Intelligent Theories and Their Applications. Cham: Springer, 2019 - (Hadjiski, M.; Atanassov, K.), s. 29-49. Studies in Computational Intelligence, 757. ISBN 978-3-319-78930-9
R&D Projects: GA ČR GA15-03564S
Institutional support: RVO:67985556
Keywords : mixture initialisation * mixture estimation * prior data analysis
OECD category: Statistics and probability
http://library.utia.cas.cz/separaty/2018/ZS/suzdaleva-0491347.pdf
Permanent Link: http://hdl.handle.net/11104/0285513 - 4.0491344 - ÚTIA 2019 RIV DE eng M - Monography Chapter
Nagy, Ivan - Suzdaleva, Evgenia
Clustering Non-Gaussian Data Using Mixture Estimation with Uniform Components.
Practical Issues of Intelligent Innovations. Studies in Systems, Decision and Control. Cham: Springer, 2018 - (Sgurev, V.; Jotsov, V.; Kacprzyk, J.), s. 313-330. Studies in Systems, Decision and Control, 140. ISBN 978-3-319-78436-6
R&D Projects: GA ČR GA15-03564S
Institutional support: RVO:67985556
Keywords : non-Gaussian data * mixture estimation * uniform components
OECD category: Statistics and probability
http://library.utia.cas.cz/separaty/2018/ZS/suzdaleva-0491344.pdf
Permanent Link: http://hdl.handle.net/11104/0285514