A Novel GIS-Based Machine Learning Approach for the Classification of Multi-motorized Transportation Modes.
Ali AfghantoloeeMir Abolfazl MostafaviBertrand GélinasPublished in: W2GIS (2023)
Keyphrases
- machine learning
- machine learning methods
- pattern recognition
- classification accuracy
- supervised machine learning
- machine learning algorithms
- text classification
- decision trees
- automatic classification
- support vector machine
- supervised classification
- pattern classification
- support vector
- feature vectors
- model selection
- rule learning
- feature selection
- feature set
- knowledge discovery
- artificial intelligence
- statistical learning
- spatial data
- benchmark datasets
- classification scheme
- reinforcement learning
- feature extraction
- geographic information systems
- supervised learning
- training set
- classification algorithm
- support vector machine svm
- image classification
- classification rules
- machine learning approaches
- feature construction
- roc analysis
- machine learning models
- roc curve
- computer science
- knowledge representation
- training samples
- databases
- knowledge acquisition
- text mining