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itemset mining
Description:
A data-mining method for discovering frequently co-occurring sets of items in transactional or other categorical datasets.
Primary topic:
Data Mining Algorithms and Applications (73%)
Related topics:
Data Mining Algorithms and Applications (73%),
Data Mining and Machine Learning Applications (12%)
OpenAlex ID:
keywords/itemset-mining
Efficient mining of emerging patterns
1999
·
Guozhu Dong
, Jinyan Li
·
ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD)
·
1,018
Mining association rules with multiple minimum supports
1999
·
Bing Liu
, Wynne Hsu
, et al.
·
ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD)
·
742
Dynamic itemset counting and implication rules for market basket data
1997
·
Sergey Brin
, Rajeev Motwani
, et al.
·
ACM SIGMOD Record
·
615
PDF
Weighted Association Rule Mining using weighted support and significance framework
2003
·
Feng Tao
, Fionn Murtagh
, et al.
·
ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD)
·
348
Association mining
2006
·
Aaron Ceglar
, John F. Roddick
·
ACM Computing Surveys
·
327
Healthcare information systems: data mining methods in the creation of a clinical recommender system
2011
·
L. Duan
, W. N. Street
, et al.
·
Enterprise Information Systems
·
277
A survey of itemset mining
2017
·
Philippe Fournier‐Viger
, Jerry Chun‐Wei Lin
, et al.
·
Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery
·
256
Itemset mining: A constraint programming perspective
2011
·
Tias Guns
, Siegfried Nijssen
, et al.
·
Artificial Intelligence
·
167
PDF
Constraint programming for itemset mining
2008
·
Luc De Raedt
, Tias Guns
, et al.
·
ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD)
·
148
PDF
Learning Optimal Decision Trees Using Caching Branch-and-Bound Search
2020
·
Gaël Aglin
, Siegfried Nijssen
, et al.
·
Proceedings of the AAAI Conference on Artificial Intelligence
·
113
Mining association rules with multiple minimum supports using maximum constraints
2005
·
Yeong-Chyi Lee
, Tzung-Pei Hong
, et al.
·
International Journal of Approximate Reasoning
·
112
PDF
A Unified Framework for Utility Based Measures for Mining Itemsets
2006
·
Hong Yao
, Howard J. Hamilton
, et al.
·
106
Tell me what i need to know
2011
·
Michael Mampaey
, Nikolaj Tatti
, et al.
·
ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD)
·
105
Algorithms for time series knowledge mining
2006
·
Fabian Moerchen
·
ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD)
·
101
Summarizing itemset patterns using probabilistic models
2006
·
Chao Wang
, Srinivasan Parthasarathy
·
ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD)
·
99
Fast Algorithms for Mining Emerging Patterns
2002
·
James Bailey
, Thomas Manoukian
, et al.
·
Lecture notes in computer science
·
92
Detection of Frequent Alarm Patterns in Industrial Alarm Floods Using Itemset Mining Methods
2018
·
Wenkai Hu
, Tongwen Chen
, et al.
·
IEEE Transactions on Industrial Electronics
·
88
Indirect Association: Mining Higher Order Dependencies in Data
2000
·
Pang-Ning Tan
, Vipin Kumar
, et al.
·
Lecture notes in computer science
·
86
Robust mining of time intervals with semi-interval partial order patterns
2010
·
Fabian Moerchen
, Dmitriy Fradkin
·
SIAM International Conference on Data Mining
·
83
Implementasi Data Mining Menggunakan Algoritma Apriori Untuk Meningkatkan Pola Penjualan Obat
2020
·
Alexander J.P. Sibarani
·
JATISI (Jurnal Teknik Informatika dan Sistem Informasi)
·
81
Implementasi Data Mining dengan Metode Algoritma Apriori dalam Menentukan Pola Pembelian Obat
2015
·
Robi Yanto
, Riri Khoiriah
·
Creative Information Technology Journal
·
79
PDF
Apriori Versions Based on MapReduce for Mining Frequent Patterns on Big Data
2017
·
Jose Maria Luna
, Francisco Padillo
, et al.
·
IEEE Transactions on Cybernetics
·
78
RP-Tree: Rare Pattern Tree Mining
2011
·
Sidney Tsang
, Yun Sing Koh
, et al.
·
Lecture notes in computer science
·
74
Learning optimal decision trees using constraint programming
2020
·
Hélène Verhaeghe
, Siegfried Nijssen
, et al.
·
Constraints
·
73
What about Sequential Data Mining Techniques to Identify Linguistic Patterns for Stylistics?
2012
·
Solen Quiniou
, Peggy Cellier
, et al.
·
Lecture notes in computer science
·
67
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Works count:
796
Citation count:
9,209
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