14th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2019)
Seville, Spain, May 13–15, 2019, Proceedings
Editors: Martínez Álvarez, F., Troncoso Lora, A., Sáez Muñoz, J.A., Quintián, H., Corchado Rodríguez, E. (Eds.)
Free Preview- Includes the latest research on soft computing models in industrial and environmental applications, computational intelligence in security for information systems and European transnational education
- Includes the scientific outcomes of the 14th International Conference on Soft Computing Models in Industrial and Environmental Applications held in Seville, Spain, May 13th–15th, 2019
- Presents new applications of computational intelligence and soft computing
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- About this book
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This book includes 57 papers presented at the SOCO 2019 conference held in the historic city of Seville (Spain), in May 2019.
Soft computing represents a set of computational techniques in machine learning, computer science and various engineering disciplines, which investigate, simulate, and analyze very complex issues and phenomena.
The selection of papers was extremely rigorous in order to maintain the high quality of the conference, which featured a number of special sessions, including sessions on: Soft Computing Methods in Manufacturing and Management Systems; Soft Computing Applications in the Field of Industrial and Environmental Enterprises; Optimization, Modeling and Control by Soft Computing Techniques; and Soft Computing in Aerospace, Mechanical and Civil Engineering: New methods and Industrial Applications.
- Table of contents (57 chapters)
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Indexes to Find the Optimal Number of Clusters in a Hierarchical Clustering
Pages 3-13
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Analysis and Application of Normalization Methods with Supervised Feature Weighting to Improve K-means Accuracy
Pages 14-24
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Classifying Excavator Operations with Fusion Network of Multi-modal Deep Learning Models
Pages 25-34
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A Study on Trust in Black Box Models and Post-hoc Explanations
Pages 35-46
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A Study on Hyperparameter Configuration for Human Activity Recognition
Pages 47-56
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Table of contents (57 chapters)
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Bibliographic Information
- Bibliographic Information
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- Book Title
- 14th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2019)
- Book Subtitle
- Seville, Spain, May 13–15, 2019, Proceedings
- Editors
-
- Francisco Martínez Álvarez
- Alicia Troncoso Lora
- José António Sáez Muñoz
- Héctor Quintián
- Emilio Corchado Rodríguez
- Series Title
- Advances in Intelligent Systems and Computing
- Series Volume
- 950
- Copyright
- 2020
- Publisher
- Springer International Publishing
- Copyright Holder
- Springer Nature Switzerland AG
- eBook ISBN
- 978-3-030-20055-8
- DOI
- 10.1007/978-3-030-20055-8
- Softcover ISBN
- 978-3-030-20054-1
- Series ISSN
- 2194-5357
- Edition Number
- 1
- Number of Pages
- XXI, 609
- Number of Illustrations
- 101 b/w illustrations, 167 illustrations in colour
- Topics
