A Novel Approach of Clustering Documents: Minimizing Computational Complexities in Accessing Database Systems.
Mohammed AlghobiriKhalid MohiuddinMohammed Abdul KhaleelMohammad IslamSamreen ShahwarOsman NasrPublished in: Int. Arab J. Inf. Technol. (2022)
Keyphrases
- database systems
- document clustering
- information retrieval
- clustering algorithm
- document collections
- database
- k means
- relevant documents
- text clustering
- topic discovery
- cosine similarity
- information retrieval systems
- self organizing maps
- document retrieval
- document clusters
- clustering method
- web documents
- unsupervised learning
- query optimization
- keywords
- text documents
- latent semantic analysis
- document analysis
- data model
- topic detection
- data clustering
- data mining
- electronic documents
- metadata
- multimedia documents
- databases
- document representation
- document classification
- concurrency control
- hierarchical clustering
- spectral clustering
- cluster analysis
- high dimensional
- query processing
- data points