Mining High Utility Patterns Over Data Streams
Language: en
Pages: 0
Authors: Morteza Zihayat Kermani
Categories:
Type: BOOK - Published: 2016 - Publisher:

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Mining useful patterns from sequential data is a challenging topic in data mining. An important task for mining sequential data is sequential pattern mining, wh
High-Utility Pattern Mining
Language: en
Pages: 337
Authors: Philippe Fournier-Viger
Categories: Technology & Engineering
Type: BOOK - Published: 2019-01-18 - Publisher: Springer

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This book presents an overview of techniques for discovering high-utility patterns (patterns with a high importance) in data. It introduces the main types of hi
Adaptive Stream Mining
Language: en
Pages: 224
Authors: Albert Bifet
Categories: Computers
Type: BOOK - Published: 2010 - Publisher: IOS Press

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This book is a significant contribution to the subject of mining time-changing data streams and addresses the design of learning algorithms for this purpose. It
Mining of Massive Datasets
Language: en
Pages: 480
Authors: Jure Leskovec
Categories: Computers
Type: BOOK - Published: 2014-11-13 - Publisher: Cambridge University Press

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Now in its second edition, this book focuses on practical algorithms for mining data from even the largest datasets.
Frequent Pattern Mining
Language: en
Pages: 480
Authors: Charu C. Aggarwal
Categories: Computers
Type: BOOK - Published: 2014-08-29 - Publisher: Springer

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This comprehensive reference consists of 18 chapters from prominent researchers in the field. Each chapter is self-contained, and synthesizes one aspect of freq