LEADER 04362nam 22007575 450 001 9910918597303321 005 20250527191717.0 010 $a9783031740060 024 7 $a10.1007/978-3-031-74006-0 035 $a(CKB)37078343400041 035 $a(MiAaPQ)EBC31857819 035 $a(Au-PeEL)EBL31857819 035 $a(DE-He213)978-3-031-74006-0 035 $a(OCoLC)1482261588 035 $a(EXLCZ)9937078343400041 100 $a20241223d2024 u| 0 101 0 $aeng 135 $aur||||||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aDynamics of Disasters $eFrom Natural Phenomena to Human Activity /$fedited by Ilias S. Kotsireas, Anna Nagurney, Panos M. Pardalos, Stefan Wolfgang Pickl, Chrysafis Vogiatzis 205 $a1st ed. 2024. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2024. 215 $a1 online resource (257 pages) 225 1 $aSpringer Optimization and Its Applications,$x1931-6836 ;$v217 311 08$a9783031740053 327 $aPreface -- Networks under deep uncertainty -- Artificial Intelligence and Machine Learning in Precision Health: An Overview of Methods, Challenges, and Future Directions -- An Enhanced Multi-UAVs' Provider Framework for Delivering 5G Services using a Game Theoretic Approach -- Exploring Machine Learning Models for Federated Learning: A Review of Approaches, Performance, and Limitations -- Prioritized Maximum Multi-Commodity Flow in Evacuation Planning -- Analysis of Digital Narratives of Greece?s Worst Train Accident -- Quantification of International Trade Network Performance Under Disruptions to Supply, Transportation, and Demand Capacity, and Exchange Rates in Disasters -- A geo-database of natural hazard events to identify relationships between hazards -- A random variational inequality model of an international agricultural supply chain with a vulnerability analysis under disaster scenarios -- Assessing the Impact of Multi-Hazard Events in Spain: A Clustering Index Framework. 330 $aBased on the ?Sixth International Conference on Dynamics of Disasters? (Piraeus, Greece, July 2023), this volume includes contributions from experts who share their latest discoveries on disasters either caused by natural phenomena or human activities. Authors provide overviews of the tactical points involved in disaster relief, outlines of hurdles from mitigation and preparedness to response and recovery and uses for mathematical models to describe disasters and their impacts. This volume includes additional invited manuscripts from other experts and leaders in the field. Topics covered include economics, optimization, machine learning, government, management, business, humanities, engineering, medicine, mathematics, computer science, behavioral studies, emergency services, and environmental studies and will engage readers from a wide variety of fields and backgrounds. 410 0$aSpringer Optimization and Its Applications,$x1931-6836 ;$v217 606 $aMathematical optimization 606 $aOperations research 606 $aManagement science 606 $aMachine learning 606 $aBusiness logistics 606 $aOptimization 606 $aOperations Research, Management Science 606 $aMachine Learning 606 $aSupply Chain Management 606 $aGestiķ d'emergčncies$2thub 606 $aModels matemātics$2thub 608 $aCongressos$2thub 608 $aLlibres electrōnics$2thub 615 0$aMathematical optimization. 615 0$aOperations research. 615 0$aManagement science. 615 0$aMachine learning. 615 0$aBusiness logistics. 615 14$aOptimization. 615 24$aOperations Research, Management Science. 615 24$aMachine Learning. 615 24$aSupply Chain Management. 615 7$aGestiķ d'emergčncies 615 7$aModels matemātics 676 $a519.6 700 $aKotsireas$b Ilias S$0950774 701 $aNagurney$b Anna$0288789 701 $aPardalos$b Panos M$0318341 701 $aPickl$b Stefan Wolfgang$0747771 701 $aVogiatzis$b Chrysafis$01780976 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 912 $a9910918597303321 996 $aDynamics of Disasters$94305548 997 $aUNINA