Detecting and Visualizing the Change in Classification of Customer Profiles based on Transactional Data.
Edward Tersoo ApehBogdan GabrysPublished in: Evol. Syst. (2013)
Keyphrases
- transactional data
- customer behavior
- credit card
- machine learning
- support vector
- decision trees
- pattern recognition
- data streams
- preprocessing
- support vector machine
- data sets
- image classification
- classification accuracy
- database
- feature extraction
- supervised learning
- classification scheme
- automatic classification
- classification models
- electronic commerce
- support vector machine svm
- unsupervised learning
- text classification
- user profiles
- class labels
- classification algorithm
- classification rules
- detection algorithm
- information retrieval
- active learning