LEADER 04386nam 22007455 450 001 9910483916903321 005 20251029144908.0 010 $a3-030-68476-8 024 7 $a10.1007/978-3-030-68476-1 035 $a(CKB)4100000011752004 035 $a(MiAaPQ)EBC6473591 035 $a(PPN)253860687 035 $a(DE-He213)978-3-030-68476-1 035 $a(Au-PeEL)EBL6473591 035 $a(OCoLC)1237402822 035 $a(EXLCZ)994100000011752004 100 $a20210206d2021 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aReliability and Statistics in Transportation and Communication $eSelected Papers from the 20th International Conference on Reliability and Statistics in Transportation and Communication, RelStat2020, 14-17 October 2020, Riga, Latvia /$fedited by Igor Kabashkin, Irina Yatskiv, Olegas Prentkovskis 205 $a1st ed. 2021. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2021. 215 $a1 online resource (883 pages) $cillustrations 225 1 $aLecture Notes in Networks and Systems,$x2367-3389 ;$v195 300 $aIncludes index. 311 08$a3-030-68475-X 327 $aSimulation 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. 330 $aThis book reports on cutting-edge theories and methods for analyzing complex systems, such as transportation and communication networks and discusses multi-disciplinary approaches to dependability problems encountered when dealing with complex systems in practice. The book presents the most noteworthy methods and results discussed at the International Conference on Reliability and Statistics in Transportation and Communication (RelStat), which took place remotely from Riga, Latvia, on October 14 ? 17, 2020. It spans a broad spectrum of topics, from mathematical models and design methodologies, to software engineering, data security and financial issues, as well as practical problems in technical systems, such as transportation and telecommunications, and in engineering education. 410 0$aLecture Notes in Networks and Systems,$x2367-3389 ;$v195 606 $aComputational intelligence 606 $aTransportation engineering 606 $aTraffic engineering 606 $aOperations research 606 $aComputer networks 606 $aData mining 606 $aComputational Intelligence 606 $aTransportation Technology and Traffic Engineering 606 $aOperations Research and Decision Theory 606 $aComputer Networks 606 $aData Mining and Knowledge Discovery 615 0$aComputational intelligence. 615 0$aTransportation engineering. 615 0$aTraffic engineering. 615 0$aOperations research. 615 0$aComputer networks. 615 0$aData mining. 615 14$aComputational Intelligence. 615 24$aTransportation Technology and Traffic Engineering. 615 24$aOperations Research and Decision Theory. 615 24$aComputer Networks. 615 24$aData Mining and Knowledge Discovery. 676 $a380 702 $aPrentkovskis$b Olegas 702 $aYatskiv$b Irina 702 $aKabashkin$b Igor$f1954- 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910483916903321 996 $aReliability and Statistics in Transportation and Communication$92233478 997 $aUNINA