Overview
- Covers methods for modeling and control of complex engineering systems
- Describes multidisciplinary approaches for reliability and dependability analysis
- Covers a broad spectrum of applications of intelligent and statistical methods
Part of the book series: Lecture Notes in Networks and Systems (LNNS, volume 410)
Included in the following conference series:
Conference proceedings info: RelStat 2021.
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About this book
This book reports on cutting-edge theories and methods for analyzing complex systems, such as transportation and communication networks and discusses multi-disciplinary approaches to dependability problems encountered when dealing with complex systems in practice. The book presents the most noteworthy methods and results discussed at the 21st International Multidisciplinary Conference on Reliability and Statistics in Transportation and Communication (RelStat), which took place remotely from Riga, Latvia, on October 14 – 15, 2021. It spans a broad spectrum of topics, from mathematical models and design methodologies, to software engineering, data security and financial issues, as well as practical problems in technical systems, such as transportation and telecommunications, and in engineering education.
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Keywords
- Multimodal Transportation Planning
- Monitoring of Transport Vehicles
- Inventory Management Systems
- Natural language processing applications
- Collision avoidance systems
- Intelligent Monitoring Systems
- Engine Performance Analysis
- Machine learning for network security
- AI applications in Management
- Intermodal Transportation Networks
- Applications of Knowledge-based Systems
- Education Management Systems
- Predictive maintenance methods
- Digitalization in Business Processes
- Vehicle Active Safety
- Sustainable Transport Systems
- Urban Traffic Control
- Forecasting accuracy
- Relstat-2021
Table of contents (55 papers)
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Front Matter
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Data Science
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Front Matter
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Aviation
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Front Matter
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Other volumes
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Reliability and Statistics in Transportation and Communication
Editors and Affiliations
Bibliographic Information
Book Title: Reliability and Statistics in Transportation and Communication
Book Subtitle: Selected Papers from the 21st International Multidisciplinary Conference on Reliability and Statistics in Transportation and Communication, RelStat2021, 14-15 October 2021, Riga, Latvia
Editors: Igor Kabashkin, Irina Yatskiv, Olegas Prentkovskis
Series Title: Lecture Notes in Networks and Systems
DOI: https://doi.org/10.1007/978-3-030-96196-1
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 2022
Softcover ISBN: 978-3-030-96195-4Published: 23 February 2022
eBook ISBN: 978-3-030-96196-1Published: 22 February 2022
Series ISSN: 2367-3370
Series E-ISSN: 2367-3389
Edition Number: 1
Number of Pages: XIII, 620
Number of Illustrations: 42 b/w illustrations, 144 illustrations in colour
Topics: Computational Intelligence, Transportation Technology and Traffic Engineering, Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences