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Apriori algorithm
OpenAlex ID:
C81440476
Mining association rules between sets of items in large databases
1993
·
Rakesh Agrawal
, Tomasz Imieliński
, et al.
·
ACM SIGMOD International Conference on Management of Data (SIGMOD)
·
14,907
PDF
Mining frequent patterns without candidate generation
2000
·
Jiawei Han
, Jian Pei
, et al.
·
ACM SIGMOD Record
·
6,402
Top 10 algorithms in data mining
2007
·
Xindong Wu
, Vipin Kumar
, et al.
·
Knowledge and Information Systems
·
5,667
Mining association rules between sets of items in large databases
1993
·
Rakesh Agrawal
, Tomasz Imieliński
, et al.
·
ACM SIGMOD Record
·
4,530
Mining Frequent Patterns without Candidate Generation: A Frequent-Pattern Tree Approach
2003
·
Jiawei Han
, Jian Pei
, et al.
·
Data Mining and Knowledge Discovery
·
2,631
An Efficient Algorithm for Mining Association Rules in Large Databases
1995
·
Ashoka Savasere
, Edward Omiecinski
, et al.
·
1,600
Mining sequential patterns by pattern-growth: the PrefixSpan approach
2004
·
Jian Pei
, Jiawei Han
, et al.
·
IEEE Transactions on Knowledge and Data Engineering
·
1,340
Efficiently mining long patterns from databases
1998
·
Roberto J. Bayardo
·
ACM SIGMOD International Conference on Management of Data (SIGMOD)
·
1,311
An Apriori-Based Algorithm for Mining Frequent Substructures from Graph Data
2000
·
Akihiro Inokuchi
, Takashi Washio
, et al.
·
Lecture notes in computer science
·
1,050
Efficient mining of association rules using closed itemset lattices
1999
·
Nicolas Pasquier
, Yves Bastide
, et al.
·
Information Systems
·
751
arules - A Computational Environment for Mining Association Rules and Frequent Item Sets
2005
·
Michael Hahsler
, Bettina Grün
, et al.
·
Journal of Statistical Software
·
554
Real world performance of association rule algorithms
2001
·
Zijian Zheng
, Ron Kohavi
, et al.
·
ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)
·
488
Mining high utility itemsets
2004
·
Raymond Chan
, Qiang Yang
, et al.
·
Proceedings
·
419
H-mine: hyper-structure mining of frequent patterns in large databases
2002
·
Jian Pei
, Jiawei Han
, et al.
·
Proceedings
·
414
Efficiently mining long patterns from databases
1998
·
Roberto J. Bayardo
·
ACM SIGMOD Record
·
398
PDF
Efficient Implementations of Apriori and Eclat
2003
·
Christian Borgelt
·
394
Constraint-based rule mining in large, dense databases
1999
·
R.J. Bayardo
, R. Agrawal
, et al.
·
IEEE International Conference on Data Engineering (ICDE)
·
363
Mining multiple-level association rules in large databases
1999
·
Jiawei Han
, Yongjian Fu
·
IEEE Transactions on Knowledge and Data Engineering
·
328
An implementation of the FP-growth algorithm
2005
·
Christian Borgelt
·
327
Induction of Association Rules: Apriori Implementation
2002
·
Christian Borgelt
, Rudolf Kruse
·
Physica-Verlag eBooks
·
296
Frequent item set mining
2012
·
Christian Borgelt
·
Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery
·
295
Mining association rules from quantitative data
1999
·
Tzung-Pei Hong
, Chan-Sheng Kuo
, et al.
·
Intelligent Data Analysis
·
269
Survey on Frequent Pattern Mining
2003
·
Bart Goethals
·
243
Apriori-based frequent itemset mining algorithms on MapReduce
2012
·
Ming-Yen Lin
, Pei-Yu Lee
, et al.
·
International Conference on Ubiquitous Information Management and Communication (IMCOM)
·
234
An integrated data mining and behavioral scoring model for analyzing bank customers
2004
·
Nan-Chen Hsieh
·
Expert Systems with Applications
·
234
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Citation count:
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