Clustering large datasets using K-means modified inter and intra clustering (KM-I2C) in Hadoop.
Chowdam SreedharNagulapally KasiviswanathPakanati Chenna ReddyPublished in: J. Big Data (2017)
Keyphrases
- k means
- clustering algorithm
- clustering method
- data clustering
- clustering approaches
- cluster analysis
- spectral clustering
- hierarchical clustering
- self organizing maps
- cluster centers
- clustering analysis
- document clustering
- case study
- semi supervised clustering
- categorical data
- knowledge management
- data points
- synthetic datasets
- fuzzy clustering
- unsupervised learning
- unsupervised clustering
- synthetic and real datasets
- constrained clustering
- fuzzy k means
- initial cluster centers