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Clustering algorithms 1 DBSCAN 1 NAQ-tree 1 density-based clustering 1 distance computation 1 hierarchical clustering 1 high dimensional indexing 1 k-means clustering 1 performance 1
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Alhajj, Reda 1 Chen, Alan 1 Gao, Shang 1 Jarada, Tamer N. 1 Karampelas, Panagiotis 1 Pavlatos, Christos 1 Zhang, Ming 1
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Journal of Information & Knowledge Management (JIKM) 1
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Effectiveness of Heuristic Based Approach on the Performance of Indexing and Clustering of High Dimensional Data
Chen, Alan; Gao, Shang; Jarada, Tamer N.; Zhang, Ming; … - In: Journal of Information & Knowledge Management (JIKM) 10 (2011) 03, pp. 261-271
Data in practical applications (e.g., images, molecular biology, etc) is mostly characterised by high dimensionality and huge size or number of data instances. Though, feature reduction techniques have been successful in reducing the dimensionality for certain applications, dealing with high...
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