04875nam 22005775 450 991090836970332120250630093313.09783031750137(electronic bk.)978303175012010.1007/978-3-031-75013-7(MiAaPQ)EBC31784487(Au-PeEL)EBL31784487(CKB)36590263400041(DE-He213)978-3-031-75013-7(EXLCZ)993659026340004120241115d2024 u| 0engurcnu||||||||txtrdacontentcrdamediacrrdacarrierThe 19th International Conference on Soft Computing Models in Industrial and Environmental Applications SOCO 2024 Salamanca, Spain, October 9-11, 2024 Proceedings, Volume 1 /edited by Héctor Quintián, Emilio Corchado, Alicia Troncoso Lora, Hilde Pérez García, Esteban Jove, José Luis Calvo Rolle, Francisco Javier Martínez de Pisón, Pablo García Bringas, Francisco Martínez Álvarez, Álvaro Herrero Cosío, Paolo Fosci1st ed. 2024.Cham :Springer Nature Switzerland :Imprint: Springer,2024.1 online resource (338 pages)Lecture Notes in Networks and Systems,2367-3389 ;888Print version: Quintián, Héctor The 19th International Conference on Soft Computing Models in Industrial and Environmental Applications SOCO 2024 Cham : Springer,c2024 9783031750120 -- Part I Deep Learning and Neural Networks. -- Chapter 1 Human detection in images captured by UAVs in natural environments. -- Chapter 2 Interpretation of Diabetic Foot Ulcer Image Classification using Layer Attribution Algorithms. -- Chapter 3 Improving the Efficiency of Production Processes by Reducing Human Errors Using Intelligent Methods. -- Chapter 4 Automated semantic labelling of images generated with deep diffusion probabilistic models. -- Part II Machine Learnig and Data Mining. -- Chapter 5 Wastewater Quality Indicator Estimation Using Machine Learning and Data Augmentation Techniques. -- Chapter 6 A Virtual Avatar for Sign Language Signing. -- Chapter 7 Comparison of D-Wave quantum computing environment solvers for a two-machine jobs scheduling problem. -- Chapter 8 Hybrid Fuzzy-Based Method for Optimally Selecting Aircraft for Low-Cost Carriers Operating Medium-Haul Flights. -- Chapter 9 Two Way Ranging positioning methods analysis under optimized sensor deployments, etc.This volume of Advances in Intelligent and Soft Computing contains accepted papers presented at the SOCO 2024 conference held in the beautiful and historic city of Salamanca (Spain) in October 2024. Soft computing represents a collection or set of computational techniques in machine learning, computer science, and some engineering disciplines that investigate, simulate, and analyze very complex issues and phenomena. After a thorough peer-review process, the 18th SOCO 2023 International Program Committee selected 62 papers for publication in these conference proceedings, representing an acceptance rate of 50%. In this relevant edition, a particular emphasis was put on organizing special sessions. Four special sessions were organized related to relevant topics such as Machine Learning and Computer Vision in Industry 4.0, Intelligent Models and Frameworks for Smart Agriculture and Green Economy, Computational Intelligence Applied to Modelling and Control of Engineering Systems, and Applied Machine Learning (2nd Edition). The selection of papers was extremely rigorous to maintain the high quality of the conference. We want to thank the members of the Program Committees for their hard work during the reviewing process. This is a crucial process for creating a high-standard conference; the SOCO conference would not exist without their help.Lecture Notes in Networks and Systems,2367-3389 ;888Computational intelligenceComputational IntelligenceComputational intelligence.Computational Intelligence.006.3Quintián Héctor0Corchado Emilio1423613Troncoso Lora Alicia1423610Pérez García Hilde0Jove Esteban1378560Calvo Rolle José Luis1378563Martínez de Pisón Francisco Javier1257839García Bringas Pablo0Martínez Alvarez Francisco0Herrero Cosío Álvaro1775319MiAaPQMiAaPQMiAaPQ9910908369703321The 19th International Conference on Soft Computing Models in Industrial and Environmental Applications SOCO 20244289927UNINA