Search results
- 1.0575836 - ÚTIA 2024 RIV CZ eng J - Journal Article
Uglickich, Evženie - Nagy, Ivan
Using Poisson proximity-based weights for traffic flow state prediction.
Neural Network World. Roč. 33, č. 4 (2023), s. 291-315. ISSN 1210-0552
R&D Projects: GA MŠMT 8A21009
Institutional support: RVO:67985556
Keywords : traffic counts * traffic flow state * cluster prediction * Poisson mixture * recursive mixture estimation
OECD category: Statistics and probability
Impact factor: 0.8, year: 2022
Method of publishing: Open access
http://library.utia.cas.cz/separaty/2023/ZS/uglickich-0575836.pdf http://nnw.cz/doi/2023/NNW.2023.33.017.pdf
Permanent Link: https://hdl.handle.net/11104/0345847 - 2.0557126 - ÚTIA 2023 RIV CZ eng J - Journal Article
Jozová, Šárka - Uglickich, Evženie - Nagy, Ivan - Likhonina, Raissa
Modeling of discrete questionnaire data with dimension reduction.
Neural Network World. Roč. 32, č. 1 (2022), s. 15-41. ISSN 1210-0552
R&D Projects: GA MŠMT(CZ) 8A19009
Institutional support: RVO:67985556
Keywords : questionnaire data analysis * dimension reduction * binomial mixture * recursive Bayesian mixture estimation * accident severity
OECD category: Statistics and probability
Impact factor: 0.8, year: 2022
Method of publishing: Open access
http://library.utia.cas.cz/separaty/2022/ZS/uglickich-0557126.pdf http://nnw.cz/doi/2022/NNW.2022.32.002.pdf
Permanent Link: http://hdl.handle.net/11104/0331259 - 3.0511450 - ÚTIA 2020 RIV IT eng J - Journal Article
Uglickich, Evženie - Nagy, Ivan - Vlčková, D.
Comparing clusterings using combination of the kappa statistic and entropy-based measure.
Metron. Roč. 77, č. 3 (2019), s. 253-270. ISSN 0026-1424
R&D Projects: GA MŠMT(CZ) 8A17006
Institutional support: RVO:67985556
Keywords : Comparing clusterings * Clusters agreement * kappa max statistic * Normalized mutual information
OECD category: Statistics and probability
Method of publishing: Limited access
http://library.utia.cas.cz/separaty/2019/ZS/uglickich-0511450.pdf https://link.springer.com/article/10.1007%2Fs40300-019-00162-5
Permanent Link: http://hdl.handle.net/11104/0302474 - 4.0507883 - ÚTIA 2020 RIV NL eng J - Journal Article
Suzdaleva, Evženie - Nagy, Ivan
Two-layer pointer model of driving style depending on the driving environment.
Transportation Research. Part B: Methodological. Roč. 128, č. 1 (2019), s. 254-270. ISSN 0191-2615. E-ISSN 1879-2367
R&D Projects: GA MŠMT(CZ) 8A17006
Institutional support: RVO:67985556
Keywords : driving style * driving environment * fuel consumption * two-layer pointer * recursive mixture estimation * mixture-based clustering
OECD category: Statistics and probability
Impact factor: 4.796, year: 2019
Method of publishing: Limited access
http://library.utia.cas.cz/separaty/2019/ZS/suzdaleva-0507883.pdf https://www.sciencedirect.com/science/article/pii/S0191261519301559
Permanent Link: http://hdl.handle.net/11104/0298856 - 5.0481220 - ÚTIA 2019 RIV NL eng J - Journal Article
Suzdaleva, Evgenia - Nagy, Ivan
An online estimation of driving style using data-dependent pointer model.
Transportation Research. Part C: Emerging Technologies. Roč. 86, č. 1 (2018), s. 23-36. ISSN 0968-090X. E-ISSN 1879-2359
R&D Projects: GA ČR GA15-03564S
Institutional support: RVO:67985556
Keywords : driving style * fuel consumption * mixture-based clustering * data-dependent pointer * recursive mixture estimation
OECD category: Statistics and probability
Impact factor: 5.775, year: 2018
http://library.utia.cas.cz/separaty/2017/ZS/suzdaleva-0481220.pdf
Permanent Link: http://hdl.handle.net/11104/0277004 - 6.0464463 - ÚTIA 2017 RIV CZ eng J - Journal Article
Nagy, Ivan - Suzdaleva, Evgenia
On-line mixture-based alternative to logistic regression.
Neural Network World. Roč. 26, č. 5 (2016), s. 417-437. ISSN 1210-0552
R&D Projects: GA ČR GA15-03564S
Institutional support: RVO:67985556
Keywords : on-line modeling * on-line logistic regression * recursive mixture estimation * data dependent pointer
Subject RIV: BB - Applied Statistics, Operational Research
Impact factor: 0.394, year: 2016
http://library.utia.cas.cz/separaty/2016/ZS/suzdaleva-0464463.pdf
Permanent Link: http://hdl.handle.net/11104/0263657 - 7.0427942 - ÚTIA 2015 RIV NL eng J - Journal Article
Suzdaleva, Evgenia - Nagy, Ivan
Data-based Speed-limit-respecting Eco-driving System.
Transportation Research. Part C: Emerging Technologies. Roč. 44, č. 1 (2014), s. 253-264. ISSN 0968-090X. E-ISSN 1879-2359
R&D Projects: GA TA ČR TA01030123
Institutional support: RVO:67985556
Keywords : eco-driving * fuel consumption * recommended speed * recursive estimation * quadratic optimal control * dynamic programming
Subject RIV: BC - Control Systems Theory
Impact factor: 2.818, year: 2014
http://library.utia.cas.cz/separaty/2014/AS/suzdaleva-0427942.pdf
Permanent Link: http://hdl.handle.net/11104/0233598 - 8.0411287 - UTIA-B 20050015 RIV GB eng J - Journal Article
Kárný, Miroslav - Kracík, Jan - Nagy, Ivan - Nedoma, Petr
When has estimation reached a steady state? The Bayesian sequential test.
[Kdy odhadování dosáhne stacionárního stavu? Bayesovský sekvenční test.]
International Journal of Adaptive Control and Signal Processing. Roč. 19, č. 1 (2005), s. 41-57. ISSN 0890-6327. E-ISSN 1099-1115
R&D Projects: GA AV ČR IBS1075351; GA ČR GA102/03/0049; GA AV ČR 1ET100750404; GA MŠMT 1M0572
Institutional research plan: CEZ:AV0Z10750506
Keywords : Bayesian estimation * sequential stopping * ARX model
Subject RIV: BB - Applied Statistics, Operational Research
Impact factor: 0.698, year: 2005
http://library.utia.cas.cz/prace/20050015.pdf
Permanent Link: http://hdl.handle.net/11104/0131370 - 9.0411058 - UTIA-B 20030045 RIV CZ cze J - Journal Article
Kárný, Miroslav - Nedoma, Petr - Guy, Tatiana Valentine - Knížek, Jiří - Nagy, Ivan
Automatický systém podporující operátory složitých procesů.
[Automatic advisory system for operators of complex systems.]
Automatizace. Roč. 46, č. 3 (2003), s. 177-179. ISSN 0005-125X
R&D Projects: GA ČR GA102/03/0049; GA AV ČR IBS1075102
Institutional research plan: CEZ:AV0Z1075907
Keywords : management of complex processes * operator support * probabilistic clustering
Subject RIV: BC - Control Systems Theory
http://library.utia.cas.cz/prace/20030045.doc
Permanent Link: http://hdl.handle.net/11104/0131145 - 10.0411034 - UTIA-B 20030021 RIV GB eng J - Journal Article
Nagy, Ivan - Kárný, Miroslav - Nedoma, Petr - Voráčová, Š.
Bayesian estimation of traffic lane state.
International Journal of Adaptive Control and Signal Processing. Roč. 17, č. 1 (2003), s. 51-65. ISSN 0890-6327. E-ISSN 1099-1115
R&D Projects: GA ČR GA102/03/0049; GA AV ČR IBS1075351
Institutional research plan: CEZ:AV0Z1075907
Keywords : mixture models * estimation * Bayesian approach
Subject RIV: BB - Applied Statistics, Operational Research
Impact factor: 0.602, year: 2003
http://library.utia.cas.cz/prace/20030021.ps
Permanent Link: http://hdl.handle.net/11104/0131121