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Swarm Intelligence in Data Mining
Ebooks category
Data Mining
, eBook Downloads [2057]
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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