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Adding the time dimension to real-world databases produces Time Series Databases (TSDB) and introduces new aspects and difficulties to data mining and knowledge discovery.
This book covers the state-of-the-art methodology for mining time series databases.
The novel data mining methods presented in the book include techniques for efficient segmentation, indexing, and classification of noisy ...
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data-mining
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Discover the latest data mining techniques for analyzing graph data
This text takes a focused and comprehensive look at an area of data mining that is quickly rising to the forefront of the field: mining data that is represented as a graph.
Each chapter is written by a leading researcher in the field;
collectively, the chapters represent the latest findings and applications in both theor ...
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Web Mining is moving the World Wide Web toward a more useful environment in which users can quickly and easily find the information they need.
Web Mining uses document content, hyperlink structure, and usage statistics to assist users in meeting their needed information.
This book provides a record of current research and practical applications in Web searching. It includes techniques that w ...
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Swarm Intelligence is an innovative distributed intelligent paradigm for solving optimization problems that originally took its inspiration from the biological examples by swarming, flocking and herding phenomena in vertebrates.
Data Mining is an analytic process designed to explore large amounts of data in search of consistent patterns and/or systematic relationships between variables, and th ...
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