Mining Urban Performance: Scale-Independent Classification of Cities Based on Individual Economic Transactions.
Stanislav SobolevskyIzabela SitkoSebastian GrauwinRemi Tachet des CombesBartosz HawelkaJuan Murillo AriasCarlo RattiPublished in: CoRR (2014)
Keyphrases
- multiscale
- scale space
- classification accuracy
- transactional data
- pattern recognition
- automatic classification
- support vector machine svm
- supervised learning
- classification systems
- feature extraction
- decision trees
- knowledge discovery
- web mining
- socio economic
- image classification
- classification algorithm
- pattern classification
- classification rule mining
- neural network
- association rules
- support vector
- feature selection
- machine learning
- model selection
- machine learning algorithms
- benchmark datasets
- class labels
- frequent itemsets
- text classification
- support vector machine
- training data
- transaction data
- business transactions
- database