Reliability and Statistics in Transportation and Communication

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 International Conference on Reliability and Statistics in Transportation and Communication (RelStat), which took place remotely from Riga, Latvia, on October 14 17, 2020. 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. **

Reports on advances in the theory and practice of complex engineering systems Describes multidisciplinary approaches for reliability and dependability analysis Offers a timely snapshot on applications of intelligent transportation systems Highlights safety and sustainability issues

Inhalt
Simulation Experiments on Markov-Modulated Linear Regression Model.- Development of a Technological Solution for Automated Reintroducing of Mixed Lot Goods in the Trading Process.- Using Machine Learning For DoS Attacks Diagnostics.- Systematic Literature Review of Question Answering Systems.- Spatiotemporal Forecasting of Urban Traffic Flow Volatility.- Fast Connected Components Object Segmentation on Fused Lidar and Stereo-Camera Point Clouds With Visual-Inertial-Gimbal for Mobile Applications Utilizing GPU Acceleration.- Neuroevolutionary Approach to Metamodel-based Optimization in Production and Logistics.- An Artificial Intelligence Based Sourcing Automation Concept for Smaller and Mid-Sized Enterprises in the Metal Industry.- Overview of Spatial Decision Support System and Multiple Criteria Analysis in District Heating Network Maintenance.- Value Creation in Air Transportation: Beyond Price, Quality and Speed.