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Titlebook: Compressed Data Structures for Strings; On Searching and Ext Rossano Venturini Book 2014 Atlantis Press and the authors 2014 Compressed dat

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发表于 2025-3-21 16:44:25 | 显示全部楼层 |阅读模式
书目名称Compressed Data Structures for Strings
副标题On Searching and Ext
编辑Rossano Venturini
视频video
概述Presents new results to improve data compression by solving optimization problems.Presents efficient solutions to pattern matching problems in compressed space.Nice balance of theoretical achievements
丛书名称Atlantis Studies in Computing
图书封面Titlebook: Compressed Data Structures for Strings; On Searching and Ext Rossano Venturini Book 2014 Atlantis Press and the authors 2014 Compressed dat
描述Data compression is mandatory to manage massive datasets, indexing is fundamental to query them. However, their goals appear as counterposed: the former aims at minimizing data redundancies, whereas the latter augments the dataset with auxiliary information to speed up the query resolution. In this monograph we introduce solutions that overcome this dichotomy. We start by presenting the use of optimization techniques to improve the compression of classical data compression algorithms, then we move to the design of compressed data structures providing fast random access or efficient pattern matching queries on the compressed dataset. These theoretical studies are supported by experimental evidences of their impact in practical scenarios.
出版日期Book 2014
关键词Compressed data structures; Data compression; Dynamic programming; Full-text indexing; Pattern matching
版次1
doihttps://doi.org/10.2991/978-94-6239-033-1
isbn_ebook978-94-6239-033-1Series ISSN 2212-8557 Series E-ISSN 2212-8565
issn_series 2212-8557
copyrightAtlantis Press and the authors 2014
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https://doi.org/10.1007/978-3-8350-9346-1One of the most famous lossless data-compression schemes is the one introduced by Lempel and Ziv in the late 1970s, and indeed many (non-)commercial programs are currently based on it—like ., ., ., ., ., just to cite a few.
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https://doi.org/10.1007/978-3-8350-9346-1Most of the manipulations required over texts involve, sooner or later, . those (usually long) sequences for (usually short) pattern sequences. Not surprisingly, text searching and processing has been a central issue in Computer Science research since its beginnings.
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https://doi.org/10.1007/978-3-8350-9346-1We conclude by presenting some of the most important open problems of this fascinating field of research.
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Basic Concepts,In the last decade more than before researchers have shown that combinatorial pattern matching and data compression are strongly related. On one hand, pattern matching data structures and techniques are used to develop time efficient implementations of almost any data compression algorithm.
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Optimally Partitioning a Text to Improve Its Compression,Reorganizing data in order to improve the performance of a given compressor . is a recent and important paradigm in data compression.
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