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Abstract: We are given a large database of customer transactions, where each transaction consists of customer-id, transaction time, and the items bought in the transaction. We introduce the problem of mining sequential patterns over such databases. We present three algorithms to solve this problem, and empirically evaluate their performance using synthetic data. Two of the proposed algorithms, AprioriSome and AprioriAll, have comparable performance, albeit AprioriSome performs a little better when the... (Update)
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48: Mining association rules between sets of items in large databases - Agrawal, Imielinski et al. - 1993
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BibTeX entry: (Update)
Rakesh Agrawal and Ramakrishnan Srikant. Mining Sequential Patterns. In Proc. of the 11th Int'l Conference on Data Engineering, Taipei, Taiwan, March 1995. http://citeseer.ist.psu.edu/agrawal95mining.html More
@inproceedings{ agrawal95mining,
author = "Rakesh Agrawal and Ramakrishnan Srikant",
title = "Mining sequential patterns",
booktitle = "Eleventh International Conference on Data Engineering",
publisher = "IEEE Computer Society Press",
address = "Taipei, Taiwan",
editor = "Philip S. Yu and Arbee S. P. Chen",
pages = "3--14",
year = "1995",
url = "citeseer.ist.psu.edu/agrawal95mining.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
431 A basic local alignment search tool (context) - Altschul, Gish et al. - 1990
196 Fast text searching allowing errors (context) - Wu, Manber - 1992 DBLP
51 Combinatorial pattern discovery for scientific data: Some pr.. (context) - Wang, Chirn et al. - 1994
36 Flash: A fast lookup algorithm for string homology (context) - Califano, Rigoutsos - 1993
26 Color set size problem with applications to string matching (context) - Hui - 1992
21 A search for common patterns in many sequences (context) - Roytberg - 1992
15 Discovering patterns in sequences of events - Dietterich, Michalski - 1985 ACM DBLP
11 IBM Almaden Research Center (context) - Agrawal, Srikant et al. - 1994
9 A fast and sensitive multiple sequence alignment algorithm (context) - Vingron, Argos - 1989
4 Mathematical Methods for DNA Sequence Analysis (context) - Waterman - 1989
The graph only includes citing articles where the year of publication is known.
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