LEADER 04875nam 22005775 450 001 9910908369703321 005 20250630093313.0 010 $a9783031750137$b(electronic bk.) 010 $z9783031750120 024 7 $a10.1007/978-3-031-75013-7 035 $a(MiAaPQ)EBC31784487 035 $a(Au-PeEL)EBL31784487 035 $a(CKB)36590263400041 035 $a(DE-He213)978-3-031-75013-7 035 $a(EXLCZ)9936590263400041 100 $a20241115d2024 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 14$aThe 19th International Conference on Soft Computing Models in Industrial and Environmental Applications SOCO 2024 $eSalamanca, Spain, October 9-11, 2024 Proceedings, Volume 1 /$fedited 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 Fosci 205 $a1st ed. 2024. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2024. 215 $a1 online resource (338 pages) 225 1 $aLecture Notes in Networks and Systems,$x2367-3389 ;$v888 311 08$aPrint version: Quintián, Héctor The 19th International Conference on Soft Computing Models in Industrial and Environmental Applications SOCO 2024 Cham : Springer,c2024 9783031750120 327 $a -- 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. 330 $aThis volume of Advances in Intelligent and Soft Computing contains accepted papers presented at the SOCO 2024 conference held in the beautiful and historic city of Salamanca (Spain) in October 2024. Soft computing represents a collection or set of computational techniques in machine learning, computer science, and some engineering disciplines that investigate, simulate, and analyze very complex issues and phenomena. After a thorough peer-review process, the 18th SOCO 2023 International Program Committee selected 62 papers for publication in these conference proceedings, representing an acceptance rate of 50%. In this relevant edition, a particular emphasis was put on organizing special sessions. Four special sessions were organized related to relevant topics such as Machine Learning and Computer Vision in Industry 4.0, Intelligent Models and Frameworks for Smart Agriculture and Green Economy, Computational Intelligence Applied to Modelling and Control of Engineering Systems, and Applied Machine Learning (2nd Edition). The selection of papers was extremely rigorous to maintain the high quality of the conference. We want to thank the members of the Program Committees for their hard work during the reviewing process. This is a crucial process for creating a high-standard conference; the SOCO conference would not exist without their help. 410 0$aLecture Notes in Networks and Systems,$x2367-3389 ;$v888 606 $aComputational intelligence 606 $aComputational Intelligence 615 0$aComputational intelligence. 615 14$aComputational Intelligence. 676 $a006.3 700 $aQuintia?n$b He?ctor$00 701 $aCorchado$b Emilio$01423613 701 $aTroncoso Lora$b Alicia$01423610 701 $aPe?rez Garci?a$b Hilde$00 701 $aJove$b Esteban$01378560 701 $aCalvo Rolle$b Jose? Luis$01378563 701 $aMartínez de Pisón$b Francisco Javier$01257839 701 $aGarci?a Bringas$b Pablo$00 701 $aMarti?nez Alvarez$b Francisco$00 701 $aHerrero Cosío$b Álvaro$01775319 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 912 $a9910908369703321 996 $aThe 19th International Conference on Soft Computing Models in Industrial and Environmental Applications SOCO 2024$94289927 997 $aUNINA