Swarm Intelligence in Data Mining 在线电子书 pdf 下载 txt下载 epub 下载 mobi 下载 2024

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Ramos, Vitorino 编作者

Springer-Verlag New York Inc

译者

出版日期

285 页数

$ 168.37 价格

HRD

丛书系列

9783540349556 图书编码

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发表于2024-12-29

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Swarm Intelligence in Data Mining 在线电子书 epub 下载 mobi 下载 pdf 下载 txt 下载 2024

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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 then to validate the findings by applying the detected patterns to new subsets of data. This book deals with the application of swarm intelligence in data mining. Addressing the various issues of swarm intelligence and data mining using different intelligent approaches is the novelty of this edited volume. This volume comprises of 11 chapters including an introductory chapter giving the fundamental definitions and some important research challenges. Important features include the detailed overview of the various swarm intelligence and data mining paradigms, excellent coverage of timely, advanced data mining topics, state-of-the-art theoretical research and application developments and chapters authored by pioneers in the field. Academics, scientists as well as engineers engaged in research, development and application of optimization techniques and data mining will find the comprehensive coverage of this book invaluable.

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