A bayesian network approach to traffic flow forecasting
- Author
- SHILIANG SUN1 ; CHANGSHUI ZHANG1 ; GUOQIANG YU2
[1] State Key Laboratory of Intelligent Technology and Systems, Department of Automation, Tsinghua University, Beijing 100084, China
[2] NuTech Company Limited, Beijing 100084, China - Source
IEEE Transactions on intelligent transportation systems. 2006, Vol 7, Num 1, pp 124-132, 9 p ; ref : 25 ref
- ISSN
- 1524-9050
- Scientific domain
- Control theory, operational research; Transportation
- Publisher
- Institute of Electrical and Electronics Engineers, Piscataway, NJ
- Publication country
- United States
- Document type
- Article
- Language
- English
- Author keyword
- Bayesian network Gaussian mixture model expectation maximization algorithm traffic flow forecasting
- Keyword (fr)
- Algorithme EM Algorithme compétitif Analyse statistique Donnée manquante Ecoulement trafic Erreur quadratique moyenne Estimation densité Flot réseau Flux donnée Information incomplète Loi conjointe Modélisation Probabilité conditionnelle Prévision Réseau Bayes Réseau transport Trafic routier Traitement flux donnée
- Keyword (en)
- EM algorithm Competitive algorithms Statistical analysis Missing data Traffic flow Mean square error Density estimation Network flow Data flow Incomplete information Joint distribution Modeling Conditional probability Forecasting Bayes network Transportation network Road traffic Data flow processing
- Keyword (es)
- Algoritmo EM Análisis estadístico Dato que falta Flujo tráfico Error medio cuadrático Estimación densidad Flujo red Flujo datos Información incompleta Ley conjunta Modelización Probabilidad condicional Previsión Red Bayes Red transporte Tráfico carretera
- Classification
- Pascal
- 001 Exact sciences and technology / 001D Applied sciences / 001D02 Computer science; control theory; systems / 001D02B Software / 001D02B04 Computer systems and distributed systems. User interface
- Pascal
- 001 Exact sciences and technology / 001D Applied sciences / 001D02 Computer science; control theory; systems / 001D02D Control theory. Systems / 001D02D11 Robotics
- Pascal
- 001 Exact sciences and technology / 001D Applied sciences / 001D15 Ground, air and sea transportation, marine construction / 001D15A General
- Pascal
- 001 Exact sciences and technology / 001D Applied sciences / 001D15 Ground, air and sea transportation, marine construction / 001D15C Road transportation and traffic
- Discipline
- Building. Public works. Transport. Civil engineering Computer science : theoretical automation and systems
- Origin
- Inist-CNRS
- Database
- PASCAL
- INIST identifier
- 17559592
Sauf mention contraire ci-dessus, le contenu de cette notice bibliographique peut être utilisé dans le cadre d’une licence CC BY 4.0 Inist-CNRS / Unless otherwise stated above, the content of this bibliographic record may be used under a CC BY 4.0 licence by Inist-CNRS / A menos que se haya señalado antes, el contenido de este registro bibliográfico puede ser utilizado al amparo de una licencia CC BY 4.0 Inist-CNRS
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DOI
10.1109/TITS.2006.869623 
https://dx.doi.org/10.1109/TITS.2006.869623
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