Keyword

sequential pattern mining

Description: Sequential pattern mining is a data-mining technique for discovering recurring ordered sequences in temporally or otherwise ordered data.

Primary topic: Data Mining Algorithms and Applications (58%)

Wikidata ID: wiki/Q1718507

OpenAlex ID: keywords/sequential-pattern-mining

Mining sequential patterns

2002 · R. Agrawal, R. Srikant · Proceedings - International Conference on Data Engineering · 5,155

Mining sequential patterns: Generalizations and performance improvements

1996 · Ramakrishnan Srikant, Rakesh Agrawal · Lecture notes in computer science · 2,744

SPADE: An Efficient Algorithm for Mining Frequent Sequences

2001 · Mohammed J. Zaki · Machine Learning · 1,858

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PrefixSpan,: mining sequential patterns efficiently by prefix-projected pattern growth

2005 · Jian Pei, Jiawei Han, et al. · Proceedings - International Conference on Data Engineering · 1,791

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

Frequent pattern mining: current status and future directions

2007 · Jiawei Han, Hong Cheng, et al. · Data Mining and Knowledge Discovery · 1,380

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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

Sequential PAttern mining using a bitmap representation

2002 · Jay Ayres, Jason Flannick, et al. · ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · 1,100

Trajectory pattern mining

2007 · Fosca Giannotti, Mirco Nanni, et al. · ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · 1,021

FreeSpan

2000 · Jiawei Han, Jian Pei, et al. · ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD) · 808

miRBase: The MicroRNA Sequence Database

2006 · Sam Griffiths-Jones · Humana Press eBooks · 683

Discovering Frequent Episodes in Sequences.

1995 · Heikki Mannila, Hannu Toivonen, et al. · Knowledge Discovery and Data Mining · 605

Data Mining: The Textbook

2015 · Charų C. Aggarwal · 473

SPIRIT: Sequential Pattern Mining with Regular Expression Constraints

1999 · Minos Garofalakis, Rajeev Rastogi, et al. · 446

Disclosure limitation of sensitive rules

2003 · M. Atallah, E. Bertino, et al. · 426

A taxonomy of sequential pattern mining algorithms

2010 · Nizar R. Mabroukeh, C. I. Ezeife · ACM Computing Surveys · 400

Graphic representation of accidentscenarios: mapping system structure and the causation of accidents

2002 · I Svedung, J Rasmussen · Safety Science · 376

Dynamic visualizations and learning: getting to the difficult questions

2004 · Mary Hegarty · Learning and Instruction · 331

Data Mining for Web Personalization

2007 · Bamshad Mobasher · Springer eBooks · 325

Survey of sequential pattern mining

2008 · Wei Song · Jisuanji yingyong yanjiu · 319

A survey of temporal data mining

2006 · Srivatsan Laxman, P. S. Sastry · Sadhana · 316

Sequential pattern mining -- approaches and algorithms

2013 · Carl H. Mooney, John F. Roddick · ACM Computing Surveys · 310

Discovering generalized episodes using minimal occurrences

1996 · Heikki Mannila, Hannu Toivonen · 309

Approaches to the Automatic Discovery of Patterns in Biosequences

1998 · ALVIS BRAZMA, INGE JONASSEN, et al. · Journal of Computational Biology · 303

Works count: 5,573

Citation count: 73,200