An algorithmic approach to mining unknown clusters in training data.
Robert S. Lynch Jr.Peter K. WillettPublished in: Data Mining, Intrusion Detection, Information Assurance, and Data Networks Security (2006)
Keyphrases
- training data
- clustering algorithm
- subspace clusters
- data sets
- decision trees
- text mining
- document clustering
- learning algorithm
- web mining
- data mining techniques
- noisy data
- hierarchical clustering
- fuzzy clustering
- test data
- mining algorithm
- input data
- classification accuracy
- data mining
- training process
- training examples
- test set
- spatial clustering
- generalization error
- data distribution
- training dataset
- data samples
- multiple data streams
- sequential patterns
- association rule mining
- prior knowledge
- training set
- data analysis
- cluster analysis
- data mining methods
- pattern discovery
- classification models
- class labels
- unlabeled data
- data points
- neural network