LEADER 04645nam 22006375 450 001 9910983046303321 005 20250630093305.0 010 $a9783031750106 024 7 $a10.1007/978-3-031-75010-6 035 $a(CKB)36619341100041 035 $a(MiAaPQ)EBC31786549 035 $a(Au-PeEL)EBL31786549 035 $a(DE-He213)978-3-031-75010-6 035 $a(EXLCZ)9936619341100041 100 $a20241119d2025 u| 0 101 0 $aeng 135 $aur||||||||||| 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 $eSalamanca, Spain, October 9-11, 2024 Proceedings, Volume 2 /$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 $a1st ed. 2025. 210 1$aCham :$cSpringer Nature Switzerland :$cImprint: Springer,$d2025. 215 $a1 online resource (336 pages) 225 1 $aLecture Notes in Networks and Systems,$x2367-3389 ;$v889 311 08$a9783031750090 327 $a -- Part I Special Session: Machine Learning and Computer Vision in Industry 4.0. -- Chapter 1 Computer Vision Based Quality Control for Molding Injection Machines. -- Chapter 2 Towards a comprehensive taxonomy of cobots: A tool for multi-criteria classification. -- Chapter 3 Novel positional encoding methods for neural rendering. -- Chapter 4 Enhancing Object Segmentation via Few-Shot Learning with Limited Annotated Data. -- Chapter 5 Early breast cancer detection by automated analysis of mammograms with deep convolutional networks. -- Chapter 6 Feature Selection for Multi-Label Classification in Predictive Maintenance. -- Chapter 7 Transforming Manufacturing through Human Digital Twins: A New Architectural Approach, 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,$x2367-3389 ;$v889 606 $aComputational intelligence 606 $aIndustrial engineering 606 $aProduction engineering 606 $aComputational Intelligence 606 $aIndustrial and Production Engineering 615 0$aComputational intelligence. 615 0$aIndustrial engineering. 615 0$aProduction engineering. 615 14$aComputational Intelligence. 615 24$aIndustrial and Production Engineering. 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$00 701 $aMartínez de Pisón$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 $a9910983046303321 996 $aThe 19th International Conference on Soft Computing Models in Industrial and Environmental Applications SOCO 2024$94289927 997 $aUNINA