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16th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2021)

Record Type:	Electronic resources : Monograph/item
Title/Author:	16th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2021)/ edited by Hugo Sanjurjo Gonzalez ... [et al.].
remainder title:	SOCO 2021
other author:	Sanjurjo Gonzalez, Hugo.
corporate name:	SOCO (Conference)
Published:	Cham :Springer International Publishing : : 2022.,
Description:	xxiv, 832 p. :ill., digital ;24 cm.
[NT 15003449]:	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.
Contained By:	Springer Nature eBook
Subject:	Soft computing - Congresses. -
Online resource:	https://doi.org/10.1007/978-3-030-87869-6
ISBN:	9783030878696

16th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2021)
16th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2021)[electronic resource] /SOCO 2021edited by Hugo Sanjurjo Gonzalez ... [et al.]. - Cham :Springer International Publishing :2022. - xxiv, 832 p. :ill., digital ;24 cm. - Advances in intelligent systems and computing,v. 14012194-5365 ;. - Advances in intelligent systems and computing ;v. 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.

ISBN: 9783030878696

Standard No.: 10.1007/978-3-030-87869-6doiSubjects--Topical Terms:

606821
Soft computing
--Congresses.

LC Class. No.: QA76.9.S63 / S63 2021

Dewey Class. No.: 006.3

16th International Conference on Soft Computing Models in Industrial and Environmental Applications (SOCO 2021)
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520 $a 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.
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