Descripción del título
16th International Conferen...
This 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.
Monografía
monografia Rebiun34379497 https://catalogo.rebiun.org/rebiun/record/Rebiun34379497 DE-He213 cr nn 008mamaa 231220s2022 sz | s |||| 0|eng d 9783030878696 978-3-030-87869-6 10.1007/978-3-030-87869-6 doi UEM 395319 UPVA 997850086503706 UAM 991008182575104211 CBUC 991005082356006711 CBUC 991010724169606709 CBUC 991010724169606709 UCAR 991008310004304213 UR0540373 UR UYQ bicssc TEC009000 bisacsh UYQ thema 006.3 23 16th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2021) electronic resource] edited by Hugo Sanjurjo González, Iker Pastor López, Pablo GarcÃa Bringas, Héctor Quintián, Emilio Corchado. 1st ed. 2022 Cham Springer International Publishing Imprint: Springer 2022. Cham Cham Springer International Publishing Imprint: Springer XXIV, 832 p. 308 illus., 239 illus. in color. online resource. XXIV, 832 p. 308 illus., 239 illus. in color. Text txt rdacontent] computer c rdamedia] online resource cr rdacarrier] text file PDF rda Advances in Intelligent Systems and Computing 2194-5365 1401 A 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. This 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. Computational intelligence Industrial engineering Production engineering Computational Intelligence Industrial and Production Engineering Sanjurjo González, Hugo editor. edt. http://id.loc.gov/vocabulary/relators/edt Pastor López, Iker. editor. edt. http://id.loc.gov/vocabulary/relators/edt GarcÃa Bringas, Pablo. editor. edt. http://id.loc.gov/vocabulary/relators/edt Quintián, Héctor. editor. https://orcid.org/0000-0002-0268-7999. edt. http://id.loc.gov/vocabulary/relators/edt Corchado, Emilio S. editor. edt. http://id.loc.gov/vocabulary/relators/edt SpringerLink (Online service) Springer Nature eBook Springer Nature eBook Printed edition 9783030878689 Printed edition 9783030878702 Advances in Intelligent Systems and Computing 2194-5365 1401.