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Abstract: Data mining algorithms have been the focus of much research recently. In practice, the input data to a data mining process resides in a large data warehouse whose data is kept up-to-date through periodic or occasional addition and deletion of blocks of data. Most data mining algorithms have either assumed that the input data is static, or have been designed for arbitrary insertions and deletions of data records. In this paper, we consider a dynamic environment that evolves through systematic... (Update)
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BibTeX entry: (Update)
Venkatesh Ganti, Johannes Gehrke, Raghu Ramakrishnan. "DEMON: Mining and Monitoring Evolving Data.", in ICDE 2000: 439-448, San Diego, CA. http://citeseer.ist.psu.edu/ganti00demon.html More
@article{ ganti01demon,
author = "Venkatesh Ganti and Johannes Gehrke and Raghu Ramakrishnan",
title = "{DEMON}: Mining and Monitoring Evolving Data",
journal = "Knowledge and Data Engineering",
volume = "13",
number = "1",
pages = "50-63",
year = "2001",
url = "citeseer.ist.psu.edu/ganti00demon.html" }
Citations (may not include all citations):910 Fast Algorithms for Mining Association Rules - Agrawal, Srikant - 1994
805 Algorithms for Clustering Data (context) - Jain, Dubes - 1988
475 Automatic subspace clustering of high dimensional data for d.. - Agrawal, Gehrke et al. - 1998
474 Advances in Knowledge Discovery and Data Mining (context) - Fayyad, Piatetsky-Shapiro et al. - 1996
400 Fast Discovery of Association Rules (context) - Agrawal, Mannila et al. - 1996
222 BIRCH: An efficient data clustering method for very large da.. - Zhang, Ramakrishnan et al. - 1996
106 Maintenance of discovered association rules in large databas.. - Cheung, Han et al.
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37 BOAT-- optimistic decision tree construction - Gehrke, Ganti et al. - 1999
36 Incremental clustering for mining in a data warehousing envi.. - Ester, Kriegel et al. - 1998
35 Recent trends in hierarchical document clustering: A critica.. (context) - Willett - 1988
29 An efficient algorithm for the incremental updation of assoc.. - Thomas, Bodagala et al. - 1997
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19 ID5: An incremental ID (context) - Utgoff - 1988
10 An overview of data warehouse and olap technology (context) - Chaudhuri, Dayal - 1997
3 Integrating mining with relational databases: Alternatives a.. (context) - Sarawagi, Thomas et al. - 1998
3 Data organization for efficient mining (context) - Dunkel, Soparkar - 1999
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