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Lecture Notes in Artificial Intelligence

Artificial Intelligence XXXVI

39th SGAI International Conference on Artificial Intelligence, AI 2019, Cambridge, UK, December 17–19, 2019, Proceedings

Editors: Bramer, Max, Petridis, Miltos (Eds.)

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About this book

This book constitutes the proceedings of the 39th SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence, AI 2019, held in Cambridge, UK, in December 2019.

The 29 full papers and 14 short papers presented in this volume were carefully reviewed and selected from 49 submissions. The volume includes technical papers presenting new and innovative developments in the field  as well as application papers  presenting innovative applications of AI techniques in a number of subject domains. The papers are organized in the following topical sections: machine learning; knowledge discovery and data mining; agents, knowledge acquisition and ontologies; medical applications; applications of evolutionary algorithms; machine learning for time series data; applications of machine learning; and knowledge acquisition.

Table of contents (42 chapters)

Table of contents (42 chapters)
  • CascadeML: An Automatic Neural Network Architecture Evolution and Training Algorithm for Multi-label Classification (Best Technical Paper)

    Pages 3-17

    Pakrashi, Arjun (et al.)

  • Purity Filtering: An Instance Selection Method for Support Vector Machines

    Pages 21-35

    Morán-Pomés, David (et al.)

  • Towards Model-Based Reinforcement Learning for Industry-Near Environments

    Pages 36-49

    Andersen, Per-Arne (et al.)

  • Stepwise Evolutionary Learning Using Deep Learned Guidance Functions

    Pages 50-62

    Johnson, Colin G.

  • Monotonicity Detection and Enforcement in Longitudinal Classification

    Pages 63-77

    Ovchinnik, Sergey (et al.)

Buy this book

eBook £51.99
price for United Kingdom (gross)
  • ISBN 978-3-030-34885-4
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover £64.99
price for United Kingdom (gross)
  • ISBN 978-3-030-34884-7
  • Free shipping for individuals worldwide
  • Immediate ebook access, if available*, with your print order
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Artificial Intelligence XXXVI
Book Subtitle
39th SGAI International Conference on Artificial Intelligence, AI 2019, Cambridge, UK, December 17–19, 2019, Proceedings
Editors
  • Max Bramer
  • Miltos Petridis
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
11927
Copyright
2019
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-34885-4
DOI
10.1007/978-3-030-34885-4
Softcover ISBN
978-3-030-34884-7
Edition Number
1
Number of Pages
XV, 502
Number of Illustrations
119 b/w illustrations, 50 illustrations in colour
Topics

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