03552nam 22006255 450 991101177450332120250619125358.03-031-85894-810.1007/978-3-031-85894-9(MiAaPQ)EBC32163411(Au-PeEL)EBL32163411(CKB)39395925100041(DE-He213)978-3-031-85894-9(OCoLC)1526862434(EXLCZ)993939592510004120250619d2025 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierBeyond Frontiers of Operations Research: Emerging Technologies and Innovative Optimization Paradigms Proceedings of the 7th AIROYoung Workshop (February 15-17, 2023, University of Milan, Italy) and 8th AIROYoung Workshop (February 14-16, 2024, University of Calabria, Italy) /edited by Michele Barbato, Annarita De Maio, Giusy Macrina, Lorenzo Peirano, Marco Premoli1st ed. 2025.Cham :Springer Nature Switzerland :Imprint: Springer,2025.1 online resource (198 pages)AIRO Springer Series,2523-7055 ;143-031-85893-X Interactions between Operations Research and Machine Learning -- From Roads to Rails: Bridging the Gap in Signal Recognition Through Computer Vision -- On the hardness of Edge Coloring Problems Associated with Scheduling -- Machine Learning Algorithms for supporting Optimization in Defining Yard Stacking Strategies -- Assessing the academic performance of Italian students using an explainable machine learning approach -- Integrating Human-Centric AI in Fashion Industry Optimization: A Step Towards Industry 5.0.This book is the result of the presentations given at the 7th AIROYoung Workshop (University of Milan, Italy—February 15 to 17, 2023) and 8th AIROYoung Workshop (University of Calabria, Italy—February 14 to 16, 2024). The selected contributions represent the state-of-the-art knowledge related to several areas of operations research, optimization and data science. The target audience of this book is primarily composed of Ph.D. students and early or experienced researchers in optimization and operations research. Due to its interdisciplinary content, it is of high interest to other closely related research communities. Moreover, it is of interest also for practitioners facing complex decision-making problems in these areas.AIRO Springer Series,2523-7055 ;14MathematicsComputer scienceMathematicsMathematical optimizationApplications of MathematicsMathematical Applications in Computer ScienceOptimizationMathematics.Computer scienceMathematics.Mathematical optimization.Applications of Mathematics.Mathematical Applications in Computer Science.Optimization.519Barbato Michele634079De Maio Annarita1830116Macrina Giusy1830117Peirano Lorenzo1424116Premoli Marco1830118MiAaPQMiAaPQMiAaPQBOOK9911011774503321Beyond Frontiers of Operations Research: Emerging Technologies and Innovative Optimization Paradigms4403906UNINA