| 書目名稱 | Natural Computing for Unsupervised Learning | | 編輯 | Xiangtao Li,Ka-Chun Wong | | 視頻video | http://file.papertrans.cn/662/661696/661696.mp4 | | 概述 | 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 | | 叢書名稱 | Unsupervised and Semi-Supervised Learning | | 圖書封面 |  | | 描述 | .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 mu | | 出版日期 | Book 2019 | | 關(guān)鍵詞 | Evolutionary Programming; Differential Evolution; Artificial Immune Systems; Ant Colony Optimization; Se | | 版次 | 1 | | doi | https://doi.org/10.1007/978-3-319-98566-4 | | isbn_softcover | 978-3-030-07508-8 | | isbn_ebook | 978-3-319-98566-4Series ISSN 2522-848X Series E-ISSN 2522-8498 | | issn_series | 2522-848X | | copyright | Springer International Publishing AG, part of Springer Nature 2019 |
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