An Extended ISOMAP by Enhancing Similarity for Clustering.
Hong YuXianchao ZhangYuansheng YangXiaowei ZhaoLei CaiPublished in: IEA/AIE (2012)
Keyphrases
- multi dimensional
- multidimensional scaling
- distance metric
- clustering algorithm
- similarity function
- euclidean distance
- similarity calculation
- cluster analysis
- clustering method
- dissimilarity measure
- k means
- pattern classification
- similarity measure
- dimension reduction
- measuring similarity
- low dimensional
- similar objects
- spectral clustering
- similarity matrix
- hierarchical clustering
- clustering quality
- cosine similarity
- distance function
- high dimensional data
- high similarity
- information theoretic
- similarity computation
- manifold learning
- dimensionality reduction
- categorical data
- data points
- content similarity
- proximity measures
- similarity assessment
- cluster validation
- normalized cut
- similarity metric
- semantic similarity
- data clustering
- document clustering
- high dimensionality
- distance measure
- nearest neighbor
- pattern recognition
- image segmentation