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Data mining / Machine learning / Search algorithms / Cluster analysis / Image processing / Hierarchical clustering / Nearest neighbor search / UPGMA / Single-linkage clustering / Statistics / Mathematics / Information science


Fast Hierarchical Clustering and Other Applications of Dynamic Closest Pairs David Eppstein∗ Abstract dynamic closest pair problem. It can be solved by brute force 2 We develop data structures for dynamic closest pair
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Document Date: 1997-11-20 19:58:04


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Irvine / Berlin / New York / /

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Xerox Corp. / Yahoo / The times / John Wiley & Sons / /

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University Lecture Ser. / /

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closest-pair algorithms / spiral search / nearest-neighbor classification systems / subquadratic algorithm / Local search procedures / on-line closest pair problem / potential applications / range search techmay / symbolic algebra systems / 603e processor / naive algorithm / recent geometric applications / basis algorithm / dot product / minimum spanning tree algorithm / low space requirements algorithms / computing / hierarchical clustering algorithm / suboptimal solution / computer memory systems / nearest neighbor search / heuristic solutions / /

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NH MC / National Science Foundation / NH FP / in∗ Department of Information and Computer Science / /

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Cheng / Lewis / II / Wallace / R. Agarwala / V / /

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author / Traveling Salesman / representative / general data sets / salesman / dean / /

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FP / TSP / C++ / /

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New York / California / /

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Nucleic Acids Research / Theory of Computing / Lecture Notes in Computer Science / /

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Semi-dynamic closest-pair algorithms / hierarchical clustering algorithm / low space requirements algorithms / Groebner basis algorithm / clustering algorithms / Buchberger algorithm / 200MHz PowerPC 603e processor / naive algorithm / caching / Gr¨obner basis algorithm / machine learning / 9.1 Algorithms / simulation / 603e processor / four algorithms / minimum spanning tree algorithm / /

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