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Keyword

Apriori algorithm

Description: The Apriori algorithm mines frequent itemsets and derives association rules from transactional data in data mining.
Wikidata ID: wiki/Q513511
OpenAlex ID: keywords/apriori-algorithm
Fast algorithms for mining association rules
1998 · Rakesh Agrawal, Ramakrishnan Srikant · 11,364
Top 10 algorithms in data mining
2007 · Xindong Wu, Vipin Kumar, et al. · Knowledge and Information Systems · 5,663
Mining frequent patterns without candidate generation
2000 · Jiawei Han, Jian Pei, et al. · Proceedings - ACM-SIGMOD International Conference on Management of Data · 3,217
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Efficiently mining long patterns from databases
1998 · Roberto J. Bayardo · Proceedings - ACM-SIGMOD International Conference on Management of Data · 1,310
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
The Top Ten Algorithms in Data Mining
2009 · Chapman & Hall/CRC eBooks · 682
Machine Learning in Action
2012 · Peter de B. Harrington · 633
arules - A Computational Environment for Mining Association Rules and Frequent Item Sets
2005 · Michael Hahsler, Bettina Grün, et al. · Journal of Statistical Software · 553
Real world performance of association rule algorithms
2001 · Zijian Zheng, Ron Kohavi, et al. · ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · 488
Data Mining : Konsep dan Aplikasi Menggunakan MATLAB
2012 · Eko Prasetyo · 464
Mining high utility itemsets
2004 · Raymond Chan, Qiang Yang, et al. · Proceedings · 419
Efficiently mining long patterns from databases
1998 · Roberto J. Bayardo · ACM SIGMOD Record · 398
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Association rule mining to detect factors which contribute to heart disease in males and females
2012 · Jesmin Nahar, Tasadduq Imam, et al. · Expert Systems with Applications · 394
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. · Proceedings - International Conference on Data Engineering · 363
An implementation of the FP-growth algorithm
2005 · Christian Borgelt · 327
A model for early prediction of diabetes
2019 · Talha Mahboob Alam, Muhammad Atif Iqbal, et al. · Informatics in Medicine Unlocked · 300
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Induction of Association Rules: Apriori Implementation
2002 · Christian Borgelt, Rudolf Kruse · Physica-Verlag eBooks · 296
An Unsupervised Machine Learning Algorithms: Comprehensive Review
2023 · Samreen Naeem, Aqib Ali, et al. · International Journal of Computing and Digital Systems · 294
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Mining association rules from quantitative data
1999 · Tzung-Pei Hong, Chan-Sheng Kuo, et al. · Intelligent Data Analysis · 269
A systematic review of data mining and machine learning for air pollution epidemiology
2017 · Colin Bellinger, Mohomed Shazan Mohomed Jabbar, et al. · BMC Public Health · 260
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Educational Data Mining and Analysis of Students’ Academic Performance Using WEKA
2018 · Sadiq Hussain, Neama Abdulaziz Dahan, et al. · Indonesian Journal of Electrical Engineering and Computer Science · 249
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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
A Fast Apriori Implementation
2003 · Ferenc Bodon · 234
Works count: 11,300
Citation count: 84,500
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