Driving Style Classification Using Deep Temporal Clustering with Enhanced Explainability.
Yuxiang FengQiming YeFahmy AdanLuís MarquesPanagiotis AngeloudisPublished in: ITSC (2023)
Keyphrases
- unsupervised classification
- classification accuracy
- unsupervised learning
- feature extraction
- clustering algorithm
- clustering method
- clustering analysis
- feature vectors
- spatial and temporal
- classification algorithm
- spatio temporal
- pattern recognition
- k means
- classification process
- image classification
- classification scheme
- machine learning
- unsupervised clustering
- pattern classification
- neural network
- automatic classification
- data clustering
- nearest neighbor classification
- classification method
- support vector
- temporal information
- benchmark datasets
- categorical data
- microarray data analysis
- data sets
- gene expression profiles
- preprocessing
- principal component analysis
- dimensionality reduction
- model selection
- temporal data
- temporal constraints
- classification models
- temporal reasoning
- decision rules
- hierarchical clustering
- spectral clustering
- high dimensionality