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Keyword

pattern mining

Description: A data-mining research area that discovers recurring, useful patterns in large datasets.
Wikidata ID: wiki/Q120970650
OpenAlex ID: keywords/pattern-mining
KEEL Data-Mining Software Tool: Data Set Repository, Integration of Algorithms and Experimental Analysis Framework
2011 · Jesús Alcalá‐Fdez, Alberto Fernández, et al. · 2,337
Educational data mining: A survey from 1995 to 2005
2006 · C. Romero, S. Ventura · Expert Systems with Applications · 1,482
Support Vector Machines
2020 · Mohammed J. Zaki, Wagner Meira, Jr · Cambridge University Press eBooks · 1,401
Encyclopedia of Machine Learning and Data Mining
2017 · Webb, Geoffrey I, Sammut, Claude · Springer eBooks · 913
Social big data: Recent achievements and new challenges
2015 · Gema Bello-Orgaz, Jason J. Jung, et al. · Information Fusion · 846
Data Mining and Analysis: Fundamental Concepts and Algorithms
2014 · Mohammed J. Zaki, Wagner Meira · 767
Managing and Mining Graph Data
2010 · Charu C. Aggarwal, Haixun Wang · ˜The œKluwer international series on advances in database systems · 599
Data Mining and Analysis
2014 · Mohammed J. Zaki, Wagner Meira, Jr · Cambridge University Press eBooks · 592
The SPMF Open-Source Data Mining Library Version 2
2016 · Philippe Fournier-Viger, Jerry Chun-Wei Lin, et al. · Lecture notes in computer science · 575
Mining frequent itemsets with convertible constraints
2002 · Jian Pei, Jiawei Han, et al. · Proceedings - International Conference on Data Engineering · 342
Finding patterns in time series: a dynamic programming approach
1996 · Donald J. Berndt, James Clifford · Knowledge Discovery and Data Mining · 333
Frequent itemset mining: A 25 years review
2019 · José María Luna, Philippe Fournier‐Viger, et al. · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · 258
Survey on Frequent Pattern Mining
2003 · Bart Goethals · 243
Mining gene expression data with pattern structures in formal concept analysis
2010 · Mehdi Kaytoue, Sergei O. Kuznetsov, et al. · Information Sciences · 233
epSICAR: An Emerging Patterns based approach to sequential, interleaved and Concurrent Activity Recognition
2009 · Tao Gu, Zhanqing Wu, et al. · IEEE International Conference on Pervasive Computing and Communications · 219
Mining the breast cancer pattern using artificial neural networks and multivariate adaptive regression splines
2003 · Shieu-Ming Chou, Tian-Shyug Lee, et al. · Expert Systems with Applications · 206
The Ecological Approach to the Design of E-Learning Environments: Purpose-based Capture and Use of Information About Learners
2004 · Gord McCalla · Journal of Interactive Media in Education · 176
A Pattern Mining-Based Evolutionary Algorithm for Large-Scale Sparse Multiobjective Optimization Problems
2020 · Ye Tian, Chang Lu, et al. · IEEE Transactions on Cybernetics · 166
DSTree: A Tree Structure for the Mining of Frequent Sets from Data Streams
2006 · Carson Leung, Quamrul Khan · Proceedings · 165
Query flocks
1998 · Dick Tsur, Jeffrey D. Ullman, et al. · Proceedings - ACM-SIGMOD International Conference on Management of Data · 157
Spatiotemporal data mining: a survey on challenges and open problems
2022 · Ali, Ali, Shaban, Khaled, et al. · RMIT Research Repository (RMIT University Library) · 152
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
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Small is beautiful
2000 · Balaji Padmanabhan, Alexander Tuzhilin · ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · 144
A Pattern Mining Approach to Sensor-Based Human Activity Recognition
2010 · Tao Gu, Liang Wang, et al. · IEEE Transactions on Knowledge and Data Engineering · 139
Data Mining and Machine Learning
2020 · Mohammed J. Zaki, Wagner Meira, Jr · Cambridge University Press eBooks · 138
Works count: 5,951
Citation count: 28,580
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