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Computational Intelligence for Network Structure Analytics - Hardcover

 
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This book presents the latest research advances in complex network structure analytics based on computational intelligence (CI) approaches, particularly evolutionary optimization. Most if not all network issues are actually optimization problems, which are mostly NP-hard and challenge conventional optimization techniques. To effectively and efficiently solve these hard optimization problems, CI based network structure analytics offer significant advantages over conventional network analytics techniques.  Meanwhile, using CI techniques may facilitate smart...

About the Author

Dr. Maoguo Gong received his B. Eng degree and Ph.D. degrees from Xidian University. Since 2006, he has been teaching at Xidian University. He was promoted to associate professor and full professor in 2008 and 2010, respectively. Dr. Gong’s research interests are broadly in the area of computational intelligence, with applications to optimization, learning, data mining and image understanding. He has published over one hundred papers in...

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  • PublisherSpringer
  • Publication date2017
  • ISBN 10 9811045577
  • ISBN 13 9789811045578
  • BindingHardcover
  • LanguageEnglish
  • Edition number1
  • Number of pages294

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ISBN 10:  9811351678 ISBN 13:  9789811351679
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Gong, M. et al (Eds.):
Published by Singapore, Springer., 2017
ISBN 10: 9811045577 ISBN 13: 9789811045578
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xi, 283 p. Hardcover. Versand aus Deutschland / We dispatch from Germany via Air Mail. Einband bestoßen, daher Mängelexemplar gestempelt, sonst sehr guter Zustand. Imperfect copy due to slightly bumped cover, apart from this in very good condition. Stamped. Sprache: Englisch. Seller Inventory # 5990FB

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Gong, Maoguo; Cai, Qing; Ma, Lijia; Wang, Shanfeng; Lei, Yu
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ISBN 10: 9811045577 ISBN 13: 9789811045578
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Gong, Maoguo; Cai, Qing; Ma, Lijia; Wang, Shanfeng; Lei, Yu
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Gong, Maoguo; Cai, Qing; Ma, Lijia; Wang, Shanfeng; Lei, Yu
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Maoguo Gong
ISBN 10: 9811045577 ISBN 13: 9789811045578
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Buch. Condition: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This book presents the latest research advances in complex network structure analytics based on computational intelligence (CI) approaches, particularly evolutionary optimization. Most if not all network issues are actually optimization problems, which are mostly NP-hard and challenge conventional optimization techniques. To effectively and efficiently solve these hard optimization problems, CI based network structure analytics offer significant advantages over conventional network analytics techniques. Meanwhile, using CI techniques may facilitate smart decision making by providing multiple options to choose from, while conventional methods can only offer a decision maker a single suggestion. In addition, CI based network structure analytics can greatly facilitate network modeling and analysis. And employing CI techniques to resolve network issues is likely to inspire other fields of study such as recommender systems, system biology, etc., which will in turn expand CI's scope and applications.As a comprehensive text, the book covers a range of key topics, including network community discovery, evolutionary optimization, network structure balance analytics, network robustness analytics, community-based personalized recommendation, influence maximization, and biological network alignment.Offering a rich blend of theory and practice, the book is suitable for students, researchers and practitioners interested in network analytics and computational intelligence, both as a textbook and as a reference work. 296 pp. Englisch. Seller Inventory # 9789811045578

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Maoguo Gong|Qing Cai|Lijia Ma|Shanfeng Wang|Yu Lei
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Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Provides a holistic view of complex network structure analytics based on computational intelligenceIncludes a rich blend of theory and practice, addressing seminal research ideas and examining the technology from a practical p. Seller Inventory # 147341026

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Buch. Condition: Neu. Druck auf Anfrage Neuware - Printed after ordering - This book presents the latest research advances in complex network structure analytics based on computational intelligence (CI) approaches, particularly evolutionary optimization. Most if not all network issues are actually optimization problems, which are mostly NP-hard and challenge conventional optimization techniques. To effectively and efficiently solve these hard optimization problems, CI based network structure analytics offer significant advantages over conventional network analytics techniques. Meanwhile, using CI techniques may facilitate smart decision making by providing multiple options to choose from, while conventional methods can only offer a decision maker a single suggestion. In addition, CI based network structure analytics can greatly facilitate network modeling and analysis. And employing CI techniques to resolve network issues is likely to inspire other fields of study such as recommender systems, system biology, etc., which will in turn expand CI's scope and applications.As a comprehensive text, the book covers a range of key topics, including network community discovery, evolutionary optimization, network structure balance analytics, network robustness analytics, community-based personalized recommendation, influence maximization, and biological network alignment.Offering a rich blend of theory and practice, the book is suitable for students, researchers and practitioners interested in network analytics and computational intelligence, both as a textbook and as a reference work. Seller Inventory # 9789811045578

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Gong, Maoguo (Author)/ Cai, Qing (Author)/ Ma, Lijia (Author)/ Wang, Shanfeng (Author)/ Lei, Yu (Author)
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