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Mining Sequential Patterns from Large Data Sets / by Wei Wang, Jiong Yang
(Advances in Database Systems ; 28)
| データ種別 | 電子ブック |
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| 版 | 1st ed. 2005. |
| 出版者 | (New York, NY : Springer US : Imprint: Springer) |
| 出版年 | 2005 |
| 大きさ | XV, 163 p : online resource |
| 著者標目 | *Wang, Wei author Yang, Jiong author SpringerLink (Online service) |
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| 一般注記 | Related Work -- Periodic Patterns -- Statistically Significant Patterns -- Approximate Patterns -- Conclusion Remark The focus of Mining Sequential Patterns from Large Data Sets is on sequential pattern mining. In many applications, such as bioinformatics, web access traces, system utilization logs, etc., the data is naturally in the form of sequences. This information has been of great interest for analyzing the sequential data to find its inherent characteristics. Examples of sequential patterns include but are not limited to protein sequence motifs and web page navigation traces. To meet the different needs of various applications, several models of sequential patterns have been proposed. This volume not only studies the mathematical definitions and application domains of these models, but also the algorithms on how to effectively and efficiently find these patterns. Mining Sequential Patterns from Large Data Sets provides a set of tools for analyzing and understanding the nature of various sequences by identifying the specific model(s) of sequential patterns that are most suitable. This book provides an efficient algorithm for mining these patterns. Mining Sequential Patterns from Large Data Sets is designed for a professional audience of researchers and practitioners in industry and also suitable for graduate-level students in computer science. HTTP:URL=https://doi.org/10.1007/b104937 |
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| 件 名 | LCSH:Data mining LCSH:Database management LCSH:Information storage and retrieval systems LCSH:Artificial intelligence—Data processing LCSH:Multimedia systems LCSH:Computer networks FREE:Data Mining and Knowledge Discovery FREE:Database Management FREE:Information Storage and Retrieval FREE:Data Science FREE:Multimedia Information Systems FREE:Computer Communication Networks |
| 分 類 | LCC:QA76.9.D343 DC23:006.312 |
| 書誌ID | EB00002747 |
| ISBN | 9780387242477 |
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※2019年3月27日以降