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Segmentation Problems (1998)  (Make Corrections)  (16 citations)
Jon Kleinberg, Christos Papadimitriou, Prabhakar Raghavan



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Abstract: this paper. Like almost all such problems, it is NP-hard, even in the unit-weight case formulated above. One can define a segmentation problem (and in fact one of several variants) for every classical optimization problem. Segmentation problems are intended to capture certain aspects of the economic basis for data mining [Kleinberg et al. 1998] and clustering; we explain this connection next (Update)

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BibTeX entry:   (Update)

J. Kleinberg, C. H. Papadimitriou, P. Raghavan. "Segmentation problems," Proc. ACM STOC, 1998. http://citeseer.ist.psu.edu/kleinberg98segmentation.html   More

@inproceedings{ kleinberg98segmentation,
    author = "Jon Kleinberg and Christos Papadimitriou and Prabhakar Raghavan",
    title = "Segmentation problems",
    pages = "473--482",
    year = "1998",
    url = "citeseer.ist.psu.edu/kleinberg98segmentation.html" }
Citations (may not include all citations):
921   Mining association rules between sets of items in large data.. - Agrawal, Imielinski et al. - 1993
149   Polynomial time approximation schemes for dense instances of.. - Arora, Karger et al. - 1995
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11   On two segmentation problems - Alon, Sudakov - 1999
7   Flow-interception problems (context) - Berman, Hodgson et al. - 1995
4   Dissimilarity measures for clustering strings (context) - Coggins - 1983



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