Machine learning or discrete choice models for car ownership demand estimation and prediction?
Miguel ParedesErik HembergUna-May O'ReillyChris ZegrasPublished in: MT-ITS (2017)
Keyphrases
- machine learning
- prediction model
- machine learning methods
- machine learning approaches
- probabilistic model
- model selection
- predictive model
- neural network
- monte carlo simulation
- experimental data
- machine learning algorithms
- parameter estimation
- knowledge representation
- artificial neural networks
- decision trees
- artificial intelligence
- learning algorithm
- data mining
- prediction accuracy
- pattern recognition
- learning models