LEADER 04100nam 22005775 450 001 9910522924403321 005 20230613191908.0 010 $a3-030-87869-4 024 7 $a10.1007/978-3-030-87869-6 035 $a(CKB)4940000000613426 035 $a(MiAaPQ)EBC6733386 035 $a(Au-PeEL)EBL6733386 035 $a(OCoLC)1273976923 035 $a(DE-He213)978-3-030-87869-6 035 $a(PPN)258053917 035 $a(EXLCZ)994940000000613426 100 $a20210922d2022 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$a16th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2021) /$fedited by Hugo Sanjurjo González, Iker Pastor López, Pablo García Bringas, Héctor Quintián, Emilio Corchado 205 $a1st ed. 2022. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2022. 215 $a1 online resource (840 pages) 225 1 $aAdvances in Intelligent Systems and Computing,$x2194-5365 ;$v1401 300 $aIncludes index. 311 1 $a3-030-87868-6 327 $aA comparison of techniques for Virtual Concept Drift detection -- Dimensional reduction on an intelligent model for efficiency improvement of switching modes detection -- Performance and Explainability of Reservoir Computing Models for Industrial Prognosis -- Towards adaptive gamification in small online communities -- LSTM vs CNN in real ship trajectory classification -- Medical Catheters Grasping Point Detection with Quality Control. 330 $aThis book of Advances in Intelligent and Soft Computing contains accepted papers presented at SOCO 2021 conference held in the beautiful and historic city of Bilbao (Spain), in September 2021. Soft computing represents a collection or set of computational techniques in machine learning, computer science, and some engineering disciplines, which investigate, simulate, and analyze very complex issues and phenomena. After a through peer-review process, the 16th SOCO 2021 International Program Committee selected 78 papers which are published in these conference proceedings and represents an acceptance rate of 48%. In this relevant edition, a special emphasis is put on the organization of special sessions. Seven special sessions are organized related to relevant topics as follows: applications of machine learning in computer vision; soft computing applied to autonomous robots and renewable energy systems; optimization, modeling, and control by soft computing techniques (OMCS); challenges and new approaches toward artificial intelligence deployments in real-world scenarios; time series forecasting in industrial and environmental applications (TSF); soft computing methods in manufacturing and management systems and applied machine learning. The selection of papers was extremely rigorous in order to maintain the high quality of the conference, and we would like to thank the members of the program committees for their hard work in the reviewing process. This is a crucial process to the creation of a high standard conference, and the SOCO conference would not exist without their help. 410 0$aAdvances in Intelligent Systems and Computing,$x2194-5365 ;$v1401 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 $a006.3 702 $aSanjurjo Gonza?lez$b Hugo 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910522924403321 996 $a16th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2021)$92589454 997 $aUNINA