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Periodic Pattern Mining
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Authors: R. Uday Kiran
Categories: Computers
Type: BOOK - Published: 2021-10-29 - Publisher: Springer Nature

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This book provides an introduction to the field of periodic pattern mining, reviews state-of-the-art techniques, discusses recent advances, and reviews open-sou
Advances in Knowledge Discovery and Data Mining
Language: en
Pages: 1098
Authors: Thanaruk Theeramunkong
Categories: Computers
Type: BOOK - Published: 2009-04-21 - Publisher: Springer

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This book constitutes the refereed proceedings of the 13th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2009, held in Bangkok, Thailand
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
High-Utility Pattern Mining
Language: en
Pages: 343
Authors: Philippe Fournier-Viger
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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
Sequence Data Mining
Language: en
Pages: 160
Authors: Guozhu Dong
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Type: BOOK - Published: 2007-10-31 - Publisher: Springer Science & Business Media

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Understanding sequence data, and the ability to utilize this hidden knowledge, will create a significant impact on many aspects of our society. Examples of sequ