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Keyword

rule discovery

Description: The process of identifying useful patterns or relationships in data, especially in data mining and knowledge discovery.
OpenAlex ID: keywords/rule-mining
Fast discovery of association rules
1996 · Rakesh Agrawal, Heikki Mannila, et al. · Knowledge Discovery and Data Mining · 2,376
Database mining: a performance perspective
1993 · R. Agrawal, T. Imielinski, et al. · IEEE Transactions on Knowledge and Data Engineering · 1,510
Discovery of Frequent Episodes in Event Sequences
1997 · Heikki Mannila, Hannu Toivonen, et al. · Data Mining and Knowledge Discovery · 1,463
Interestingness measures for data mining
2006 · Liqiang Geng, Howard J. Hamilton · ACM Computing Surveys · 1,141
Discovery, Analysis, and Presentation of Strong Rules
1991 · Gregory Piatetsky-Shapiro · Medical Entomology and Zoology · 994
Classifier systems and genetic algorithms
1989 · L.B. Booker, D.E. Goldberg, et al. · Artificial Intelligence · 956
Maintenance of discovered association rules in large databases: an incremental updating technique
2002 · D.W. Cheung, Jiawei Han, et al. · Proceedings - International Conference on Data Engineering · 800
Rule discovery from time series
1998 · Gautam Das, King-Ip Lin, et al. · 642
AMIE
2013 · Luis Antonio Galárraga, Christina Teflioudi, et al. · International World Wide Web Conference (WWW) · 604
Clustering Rules: A Comparison of Partitioning and Hierarchical Clustering Algorithms
2006 · A. P. Reynolds, G. Richards, et al. · Journal of Mathematical Modelling and Algorithms · 578
Fast rule mining in ontological knowledge bases with AMIE $$+$$ +
2015 · Luis Galárraga, Christina Teflioudi, et al. · The VLDB Journal · 519
Concept Data Analysis: Theory and Applications
2004 · Claudio Carpineto, Giovanni Romano · 433
Credit Assignment in Rule Discovery Systems Based on Genetic Algorithms
1988 · John J. Grefenstette · Machine Learning · 357
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Logical and Relational Learning
2008 · Luc De Raedt · Lecture notes in computer science · 317
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Using Rough Sets with Heuristics for Feature Selection
2001 · Ning Zhong, Juzhen Dong, et al. · Journal of Intelligent Information Systems · 305
Particle Swarm based Data Mining Algorithms for classification tasks
2004 · Tiago Sousa, Arlindo Silva, et al. · Parallel Computing · 300
Discovering data quality rules
2008 · Fei Chiang, Renée J. Miller · Proceedings of the VLDB Endowment · 267
Hypothesis testing in rule discovery: Strategy, structure, and content.
1989 · Joshua Klayman, Young-won Ha · Journal of Experimental Psychology Learning Memory and Cognition · 253
On rule interestingness measures
1999 · A.A. Freitas · Knowledge-Based Systems · 242
MSQL: A Query Language for Database Mining
1999 · Tomasz Imieliński, Aashu Virmani · Data Mining and Knowledge Discovery · 236
Using data mining methods to build customer profiles
2001 · G. Adomavicius, A. Tuzhilin · Computer · 234
Analyzing the subjective interestingness of association rules
2000 · Bing Liu, Wynne Hsu, et al. · IEEE Intelligent Systems and their Applications · 231
A Computational Study of Representations in Genetic Programming to Evolve Dispatching Rules for the Job Shop Scheduling Problem
2012 · Su Nguyen, Mengjie Zhang, et al. · IEEE Transactions on Evolutionary Computation · 221
Introduction to Data Mining and Knowledge Discovery
2005 · H.M. Chung, P. Gray, et al. · Proceedings of the ... Annual Hawaii International Conference on System Sciences/Proceedings of the Annual Hawaii International Conference on System Sciences · 218
An efficient algorithm for the incremental updation of association rules in large databases
1997 · Shiby Thomas, Sreenath Bodagala, et al. · 216
Works count: 3,786
Citation count: 46,860
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