Knowledge Discovery for research Documents using Improved K-means Technique.
Sachin ShindeBharat TidkePublished in: ICCCT (2015)
Keyphrases
- knowledge discovery
- k means
- document clustering
- unstructured documents
- information retrieval
- text mining
- cosine similarity
- text clustering
- document classification
- relevant documents
- information retrieval systems
- data mining
- clustering algorithm
- xml documents
- databases
- legal documents
- document collections
- clustering method
- web documents
- data analysis
- document retrieval
- machine learning
- digital documents
- association rules
- metadata
- image segmentation
- web mining
- query processing
- initial cluster centers
- multi document summarization
- data mining techniques
- data mining and knowledge discovery
- structured documents
- formal concept analysis
- document representation
- vector space model
- free text
- ranked list
- spectral clustering
- data clustering
- query terms
- text documents
- keywords