Estimation and application of a Bayesian network model for discrete travel choice analysis

作者: Chi Xie , S. Waller

DOI: 10.3328/TL.2010.02.02.125-144

关键词: Bayesian networkArtificial intelligenceDiscrete choiceGraphical modelCausal Markov conditionBayesian statisticsComputer scienceDynamic Bayesian networkNetwork topologyVariable-order Bayesian networkMachine learning

摘要: … modeling probabilistic inference and reasoning problems in … the use of Bayesian networks in the general transportation … the likelihood of the data given the Bayesian network times …

参考文章(4)
Finn B. Jensen, Thomas Graven-Nielsen, Bayesian networks and decision graphs ,(2001)
Moshe E. Ben-Akiva, Steven R. Lerman, Discrete Choice Analysis: Theory and Application to Travel Demand ,(1985)
Chi Xie, Jinyang Lu, Emily Parkany, WORK TRAVEL MODE CHOICE MODELING WITH DATA MINING: DECISION TREES AND NEURAL NETWORKS Transportation Research Record. ,vol. 1854, pp. 50- 61 ,(2003) , 10.3141/1854-06
Judea Pearl, Causality Tijdschrift Voor Filosofie. ,vol. 64, ,(2009) , 10.1017/CBO9780511803161