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Książka Natural Computing for Unsupervised Learning Xiangtao Li

Natural Computing for Unsupervised Learning

Autor: Xiangtao Li, Ka-Chun Wong
Język: Angielski
Oprawa: Twarda
Wydawca: Springer International Publishing AG
Dostępność: Dostępna u dostawcy
Wysyłamy za 10-13 dni
423.49 zł
This book highlights recent research advances in unsupervised learning using natural computing techn...

Informacje o książce

Autor
Xiangtao Li, Ka-Chun Wong
Język
Angielski
Oprawa
Książka - Twarda
Data wydania
2018
strony
273
EAN
9783319985657
ISBN
3319985655
Enbook ID
19777031
Wydawca
Springer International Publishing AG
Waga
588
Wymiary
155 x 235 x 21

Pełny opis

This book highlights recent research advances in unsupervised learning using natural computing techniques such as artificial neural networks, evolutionary algorithms, swarm intelligence, artificial immune systems, artificial life, quantum computing, DNA computing, and others. The book also includes information on the use of natural computing techniques for unsupervised learning tasks. It features several trending topics, such as big data scalability, wireless network analysis, engineering optimization, social media, and complex network analytics. It shows how these applications have triggered a number of new natural computing techniques to improve the performance of unsupervised learning methods. With this book, the readers can easily capture new advances in this area with systematic understanding of the scope in depth. Readers can rapidly explore new methods and new applications at the junction between natural computing and unsupervised learning. Includes advances on unsupervised learning using natural computing techniques Reports on topics in emerging areas such as evolutionary multi-objective unsupervised learning Features natural computing techniques such as evolutionary multi-objective algorithms and many-objective swarm intelligence algorithms

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