| bibtype |
C -
Conference Paper (international conference)
|
| ARLID |
0507178 |
| utime |
20240111141022.0 |
| mtime |
20190801235959.9 |
| SCOPUS |
85073104783 |
| title
(primary) (eng) |
Modeling of passenger demand using mixture of Poisson components |
| specification |
| page_count |
8 s. |
| media_type |
C |
|
| serial |
| ARLID |
cav_un_epca*0507177 |
| ISBN |
978-989-758-380-3 |
| title
|
Proceedings of the 16th International Conference on Informatics in Control, Automation and Robotics (ICINCO 2019) |
| part_title |
Volume 1 |
| page_num |
617-624 |
| publisher |
| place |
Setubal |
| name |
SCITEPRESS |
| year |
2019 |
|
| editor |
| name1 |
Gusikhin |
| name2 |
Oleg |
|
| editor |
| name1 |
Madani |
| name2 |
Kurosh |
|
| editor |
| name1 |
Zaytoon |
| name2 |
Janan |
|
|
| keyword |
mixture estimation |
| keyword |
Poisson components |
| keyword |
Passenger demand |
| author
(primary) |
| ARLID |
cav_un_auth*0349960 |
| name1 |
Petrouš |
| name2 |
Matej |
| institution |
UTIA-B |
| full_dept (cz) |
Zpracování signálů |
| full_dept (eng) |
Department of Signal Processing |
| department (cz) |
ZS |
| department (eng) |
ZS |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| author
|
| ARLID |
cav_un_auth*0355927 |
| name1 |
Suzdaleva |
| name2 |
Evženie |
| institution |
UTIA-B |
| full_dept (cz) |
Zpracování signálů |
| full_dept |
Department of Signal Processing |
| department (cz) |
ZS |
| department |
ZS |
| full_dept |
Department of Signal Processing |
| country |
RU |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| author
|
| ARLID |
cav_un_auth*0101167 |
| name1 |
Nagy |
| name2 |
Ivan |
| institution |
UTIA-B |
| full_dept (cz) |
Zpracování signálů |
| full_dept |
Department of Signal Processing |
| department (cz) |
ZS |
| department |
ZS |
| full_dept |
Department of Signal Processing |
| fullinstit |
Ústav teorie informace a automatizace AV ČR, v. v. i. |
|
| source |
|
| cas_special |
| project |
| ARLID |
cav_un_auth*0351997 |
| project_id |
8A17006 |
| agency |
GA MŠk |
| country |
CZ |
|
| abstract
(eng) |
The paper deals with the problem of modeling the passenger demand in the tram transportation network. The passenger demand on the individual tram stops is naturally influenced by the number of boarding and disembarking passengers, whose measuring is expensive and therefore they should be modeled and predicted. A mixture of Poisson components with the dynamic pointer estimated by recursive Bayesian estimation algorithms is used to describe the mentioned variables, while their prediction is solved with the help of the Poisson regression. The main contributions of the presented approach are: (i) the model of the number of boarding and disembarking passengers. (ii) the real-time data incorporation into the model. (iii) the recursive estimation algorithm with the normal approximation of the proximity function. The results of experiments with real data and the comparison with theoretical counterparts are demonstrated. |
| action |
| ARLID |
cav_un_auth*0377849 |
| name |
International Conference on Informatics in Control, Automation and Robotics (ICINCO 2019) /16./ |
| dates |
20190729 |
| mrcbC20-s |
20190731 |
| place |
Prague |
| country |
CZ |
|
| RIV |
BB |
| FORD0 |
10000 |
| FORD1 |
10100 |
| FORD2 |
10103 |
| reportyear |
2020 |
| num_of_auth |
3 |
| presentation_type |
PR |
| inst_support |
RVO:67985556 |
| permalink |
http://hdl.handle.net/11104/0298563 |
| confidential |
S |
| arlyear |
2019 |
| mrcbU14 |
85073104783 SCOPUS |
| mrcbU24 |
PUBMED |
| mrcbU34 |
WOS |
| mrcbU56 |
pdf |
| mrcbU63 |
cav_un_epca*0507177 Proceedings of the 16th International Conference on Informatics in Control, Automation and Robotics (ICINCO 2019) Volume 1 SCITEPRESS 2019 Setubal 617 624 978-989-758-380-3 |
| mrcbU67 |
340 Gusikhin Oleg |
| mrcbU67 |
340 Madani Kurosh |
| mrcbU67 |
340 Zaytoon Janan |
|