Intelligent Data Engineering and Automated Learning – IDEAL 2019
20th International Conference, Manchester, UK, November 14–16, 2019, Proceedings, Part I
Editors: Yin, H., Camacho, D., Tino, P., Tallón-Ballesteros, A.J., Menezes, R., Allmendinger, R. (Eds.)
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- About this book
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This two-volume set of LNCS 11871 and 11872 constitutes the thoroughly refereed conference proceedings of the 20th International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2019, held in Manchester, UK, in November 2019.
The 94 full papers presented were carefully reviewed and selected from 149 submissions. These papers provided a timely sample of the latest advances in data engineering and machine learning, from methodologies, frameworks, and algorithms to applications. The core themes of IDEAL 2019 include big data challenges, machine learning, data mining, information retrieval and management, bio-/neuro-informatics, bio-inspired models (including neural networks, evolutionary computation and swarm intelligence), agents and hybrid intelligent systems, real-world applications of intelligent techniques and AI.
- Table of contents (58 chapters)
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Orchids Classification Using Spatial Transformer Network with Adaptive Scaling
Pages 1-10
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Scalable Dictionary Classifiers for Time Series Classification
Pages 11-19
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Optimization of the Numeric and Categorical Attribute Weights in KAMILA Mixed Data Clustering Algorithm
Pages 20-27
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Meaningful Data Sampling for a Faithful Local Explanation Method
Pages 28-38
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Classifying Prostate Histological Images Using Deep Gaussian Processes on a New Optical Density Granulometry-Based Descriptor
Pages 39-46
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Table of contents (58 chapters)
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Bibliographic Information
- Bibliographic Information
-
- Book Title
- Intelligent Data Engineering and Automated Learning – IDEAL 2019
- Book Subtitle
- 20th International Conference, Manchester, UK, November 14–16, 2019, Proceedings, Part I
- Editors
-
- Hujun Yin
- David Camacho
- Peter Tino
- Antonio J. Tallón-Ballesteros
- Ronaldo Menezes
- Richard Allmendinger
- Series Title
- Information Systems and Applications, incl. Internet/Web, and HCI
- Series Volume
- 11871
- Copyright
- 2019
- Publisher
- Springer International Publishing
- Copyright Holder
- Springer Nature Switzerland AG
- eBook ISBN
- 978-3-030-33607-3
- DOI
- 10.1007/978-3-030-33607-3
- Softcover ISBN
- 978-3-030-33606-6
- Edition Number
- 1
- Number of Pages
- XXII, 554
- Number of Illustrations
- 72 b/w illustrations, 141 illustrations in colour
- Topics
