A Conjoint Analysis of Road Accident Data using K-modes Clustering and Bayesian Networks (Road Accident Analysis using clustering and classification).
Sachin KumarVijay Bhaskar SemwalVijender Kumar SolankiPrayag TiwariDenis KalitinPublished in: RICE (2017)
Keyphrases
- clustering analysis
- data points
- bayesian networks
- data objects
- categorical data
- spectral clustering
- statistical analysis
- data analysis
- traffic accidents
- clustering algorithm
- k means
- multidimensional data
- unsupervised learning
- road safety
- high dimensional data
- large scale data sets
- clustering method
- data sets
- data reduction
- data mining tasks
- unsupervised clustering
- road network
- knowledge discovery
- probability distribution
- road traffic
- simultaneous clustering
- self organizing maps
- anomaly detection
- machine learning
- cluster centers
- gene expression profiles
- traffic data
- outlier detection
- data clustering
- document clustering
- training samples
- data sources
- feature vectors
- high dimensional
- data mining