A modified K-means clustering for mining of multimedia databases based on dimensionality reduction and similarity measures.
Xiaoping JiangChenghua LiJing SunPublished in: Clust. Comput. (2018)
Keyphrases
- multimedia databases
- dimensionality reduction
- similarity measure
- similarity search
- multimedia data mining
- multimedia
- multimedia data
- content based retrieval
- high dimensional data
- multimedia objects
- euclidean distance
- digital information
- high dimensional
- multimedia information retrieval
- efficient retrieval
- low dimensional
- intelligent multimedia
- principal component analysis
- text mining
- k means
- multimedia systems
- feature extraction
- multimedia presentations
- vertical partitioning
- metric space
- neural network
- data mining and knowledge discovery
- distance function
- knowledge discovery
- feature space
- pattern recognition
- multimedia database management systems
- multimedia data management
- multimedia information systems
- data mining algorithms
- media content
- similarity searching
- spectral clustering
- data points
- feature vectors
- data mining