Eui-Hong (Sam) Han, George Karypis, V. Kumar  Home/Search
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Abstract: One of the important problems in data mining is discovering association rules from databases of transactions where each transaction consists of a set of items. The most time consuming operation in this discovery process is the computation of the frequency of the occurrences of interesting subset of items (called candidates) in the database of transactions. To prune the exponentially large space of candidates, most existing algorithms, consider only those candidates that have a user defined... (Update)
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BibTeX entry: (Update)
Han, E.-H.; Karypis, G.; and Kumar, V. 1997. Scalable parallel data mining for association rules. In Proc. of the ACM SIGMOD Conference on Management of Data. http://citeseer.ist.psu.edu/han97scalable.html More
@inproceedings{ han97scalable,
author = "Eui-Hong Han and George Karypis and Vipin Kumar",
title = "Scalable parallel data mining for association rules",
pages = "277--288",
year = "1997",
url = "citeseer.ist.psu.edu/han97scalable.html" }
Citations (may not include all citations):921 Mining association rules between sets of items in large data.. - Agrawal, Imielinski et al. - 1993 ACM DBLP
910 Fast algorithms for mining association rules - Agrawal, Srikant - 1994 ACM
482 Combinatorial Optimization: Algorithms and Complexity (context) - Papadimitriou, Steiglitz - 1982 ACM
268 Mining generalized association rules - Srikant, Agrawal - 1995 ACM DBLP
213 Discovery of multiple--level association rules from large da.. - Han, Fu - 1995
189 Discovering frequent episodes in sequences (context) - Mannila, Toivonen et al. - 1995 DBLP
164 An efficient algorithm for mining association rules in large.. (context) - Savasere, Omiecinski et al. - 1995 ACM DBLP
157 Mining sequential patterns: Generalizations and performance .. - Srikant, Agrawal - 1996 DBLP
115 Scalable parallel data mining for association rules - Han, Karypis et al. - 1997 ACM DBLP
45 Setoriented mining for association rules in relational datab.. (context) - Houtsma, Swami - 1995
42 DBMS research at a crossroads: The vienna update - Stonebraker, Agrawal et al. - 1993 DBLP
41 Web mining: Pattern discovery from world wide web transactio.. - Mobasher, Jain et al. - 1996
21 Introduction to Parallel Computing: Algorithm Design and Ana.. (context) - Kumar, Grama et al. - 1994
7 IEEE Transactions on Knowledge and Data Eng (context) - Agrawal, Shafer et al. - 1996
4 Quest synthetic data generation code (context) - Data, Project - 1996
The graph only includes citing articles where the year of publication is known.
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Performance Properties of Large Scale Parallel Systems - A. Gupta, et al. (1993) (Correct)
Clustering Based On Association Rule Hypergraphs - Han, Karypis, al. (Correct)
Web Mining: Pattern Discovery from World Wide Web.. - Mobasher, Jain, Han.. (1996) (Correct)
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