Integrating Clustering and Supervised Learning for Categorical Data Analysis.
Ujjwal MaulikSanghamitra BandyopadhyayIndrajit SahaPublished in: IEEE Trans. Syst. Man Cybern. Part A (2010)
Keyphrases
- supervised learning
- data analysis
- categorical data
- cluster analysis
- unsupervised learning
- clustering algorithm
- clustering analysis
- k means
- supervised classification
- learning algorithm
- clustering method
- reinforcement learning
- self organizing maps
- high dimensional data
- data clustering
- numerical data
- data mining
- machine learning
- data processing
- ensemble clustering
- data pre processing
- semi supervised
- unlabeled data
- data exploration
- training data
- training set
- graph theoretic
- exploratory analysis
- rough set theory
- data points
- learning tasks
- statistical learning
- data mining applications
- hierarchical clustering
- text classification
- data sets
- supervised machine learning
- document clustering
- multi dimensional data
- attribute values