Overview
- Includes the latest research on soft computing models in industrial and environmental applications
- Provides outcomes of 18th International Conference on Soft Computing Models in Industrial and Environmental Applications
- Presents new applications of computational intelligence and soft computing
Part of the book series: Lecture Notes in Networks and Systems (LNNS, volume 749)
Included in the following conference series:
- SOCO: International Conference on Soft Computing Models in Industrial and Environmental Applications
Conference proceedings info: SOCO 2023.
Access this book
Tax calculation will be finalised at checkout
Other ways to access
About this book
This book of Advances in Intelligent and Soft Computing contains accepted papers presented at SOCO 2023 conference held in the beautiful and historic city of Salamanca (Spain) in September 2023.
Soft computing represents a collection or set of computational techniques in machine learning, computer science, and some engineering disciplines, which investigate, simulate, and analyze very complex issues and phenomena.
After a through peer-review process, the 18th SOCO 2023 International Program Committee selected 61 papers which are published in these conference proceedings and represents an acceptance rate of 60%. In this relevant edition, a particular emphasis was put on the organization of special sessions. Seven special sessions were organized related to relevant topics such as: Time Series Forecasting in Industrial and Environmental Applications, Technological Foundations and Advanced Applications of Drone Systems, Soft Computing Methods in Manufacturing and Management Systems, Efficiency and Explainability in Machine Learning and Soft Computing, Machine Learning and Computer Vision in Industry 4.0, Genetic and Evolutionary Computation in Real World and Industry, and Soft Computing and Hard Computing for a Data Science Process Model.
The selection of papers was extremely rigorous to maintain the high quality of the conference. We want to thank the members of the Program Committees for their hard work during the reviewing process. This is a crucial process for creating a high-standard conference; the SOCO conference would not exist without their help.
Keywords
- Soft Computing
- Soft Computing Models
- Industrial and Environmental Applications
- SOCO
- SOCO23
- Intelligent systems
- Soft Computing Industrial Applications
- Evolutionary Computing
- Neuro Computing
- Probabilistic Computing
- Immunological Computing
- Causal Models
- Case-based Reasoning
- Chaos Theory Fuzzy Computing
- Intelligent Agents and Agent Theory
- Interactive Computational Models
- Rough Sets and Granular Computing
Table of contents (27 papers)
-
Deep Learning, Fuzzy Logic and Evolutionary Computation
-
Machine Learning and Data Mining
-
Soft Computing Applications
Other volumes
-
18th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2023)
-
18th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2023)
Editors and Affiliations
Bibliographic Information
Book Title: 18th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2023)
Book Subtitle: Salamanca, Spain, September 5–7, 2023, Proceedings, Volume 1
Editors: Pablo García Bringas, Hilde Pérez García, Francisco Javier Martínez de Pisón, Francisco Martínez Álvarez, Alicia Troncoso Lora, Álvaro Herrero, José Luis Calvo Rolle, Héctor Quintián, … Emilio Corchado
Series Title: Lecture Notes in Networks and Systems
DOI: https://doi.org/10.1007/978-3-031-42529-5
Publisher: Springer Cham
eBook Packages: Intelligent Technologies and Robotics, Intelligent Technologies and Robotics (R0)
Copyright Information: The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG 2023
Softcover ISBN: 978-3-031-42528-8Published: 31 August 2023
eBook ISBN: 978-3-031-42529-5Published: 30 August 2023
Series ISSN: 2367-3370
Series E-ISSN: 2367-3389
Edition Number: 1
Number of Pages: XVIII, 292
Number of Illustrations: 20 b/w illustrations, 83 illustrations in colour
Topics: Computational Intelligence, Industrial and Production Engineering