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
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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)
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CascadeML: An Automatic Neural Network Architecture Evolution and Training Algorithm for Multi-label Classification (Best Technical Paper)
Pages 3-17
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Purity Filtering: An Instance Selection Method for Support Vector Machines
Pages 21-35
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Towards Model-Based Reinforcement Learning for Industry-Near Environments
Pages 36-49
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Stepwise Evolutionary Learning Using Deep Learned Guidance Functions
Pages 50-62
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Monotonicity Detection and Enforcement in Longitudinal Classification
Pages 63-77
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Table of contents (42 chapters)
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Bibliographic Information
- Bibliographic Information
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- Book Title
- Artificial Intelligence XXXVI
- Book Subtitle
- 39th SGAI International Conference on Artificial Intelligence, AI 2019, Cambridge, UK, December 17–19, 2019, Proceedings
- Editors
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- 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
