東華大學圖書館 |

The 19th International Conference on Soft Computing Models in Industrial and Environmental Applications SOCO 2024 = Salamanca, Spain, October 9-11, 2024 proceedings.. Volume 1 /

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	The 19th International Conference on Soft Computing Models in Industrial and Environmental Applications SOCO 2024/ edited by Héctor Quintián ... [et al.].
其他題名:	Salamanca, Spain, October 9-11, 2024 proceedings.
其他題名:	SOCO 2024
其他作者:	Quintián, Héctor.
團體作者:	International Conference on Soft Computing Models in Industrial and Environmental Applications
出版者:	Cham :Springer Nature Switzerland : : 2024.,
面頁冊數:	xviii, 328 p. :ill. (some col.), digital ;24 cm.
內容註:	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.
Contained By:	Springer Nature eBook
標題:	Soft computing - Congresses. -
電子資源:	https://doi.org/10.1007/978-3-031-75013-7
ISBN:	9783031750137

The 19th International Conference on Soft Computing Models in Industrial and Environmental Applications SOCO 2024 = Salamanca, Spain, October 9-11, 2024 proceedings.. Volume 1 /
The 19th International Conference on Soft Computing Models in Industrial and Environmental Applications SOCO 2024Salamanca, Spain, October 9-11, 2024 proceedings.Volume 1 /[electronic resource] :SOCO 2024edited by Héctor Quintián ... [et al.]. - Cham :Springer Nature Switzerland :2024. - xviii, 328 p. :ill. (some col.), digital ;24 cm. - Lecture notes in networks and systems,8882367-3389 ;. - Lecture notes in networks and systems ;888..

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.

This 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.

ISBN: 9783031750137

Standard No.: 10.1007/978-3-031-75013-7doiSubjects--Topical Terms:

606821
Soft computing
--Congresses.

LC Class. No.: QA76.9.S63

Dewey Class. No.: 006.3

The 19th International Conference on Soft Computing Models in Industrial and Environmental Applications SOCO 2024 = Salamanca, Spain, October 9-11, 2024 proceedings.. Volume 1 /
LDR:03594nmm a2200349 a 4500 001 2380821
003 DE-He213
005 20241115120134.0
006 m d
007 cr nn 008maaau
008 250418s2024 sz s 0 eng d
020 $a 9783031750137 $q (electronic bk.)
020 $a 9783031750120 $q (paper)
024 7 $a 10.1007/978-3-031-75013-7 $2 doi
035 $a 978-3-031-75013-7
040 $a GP $c GP
041 0 $a eng
050 4 $a QA76.9.S63
072 7 $a UYQ $2 bicssc
072 7 $a COM004000 $2 bisacsh
072 7 $a UYQ $2 thema
082 0 4 $a 006.3 $2 23
090 $a QA76.9.S63 $b I61 2024
111 2 $a International Conference on Soft Computing Models in Industrial and Environmental Applications $n (19th : $d 2024 : $c Salamance, Spain) $3 3734514
245 1 4 $a The 19th International Conference on Soft Computing Models in Industrial and Environmental Applications SOCO 2024 $h [electronic resource] : $b Salamanca, Spain, October 9-11, 2024 proceedings. $n Volume 1 / $c edited by Héctor Quintián ... [et al.].
246 3 $a SOCO 2024
260 $a Cham : $b Springer Nature Switzerland : $b Imprint: Springer, $c 2024.
300 $a xviii, 328 p. : $b ill. (some col.), digital ; $c 24 cm.
490 1 $a Lecture notes in networks and systems, $x 2367-3389 ; $v 888
505 0 $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.
520 $a This 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.
650 0 $a Soft computing $v Congresses. $3 606821
650 0 $a Computational intelligence $x Congresses. $3 704428
650 1 4 $a Computational Intelligence. $3 1001631
700 1 $a Quintián, Héctor. $3 3734515
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer Nature eBook
830 0 $a Lecture notes in networks and systems ; $v 888. $3 3734516
856 4 0 $u https://doi.org/10.1007/978-3-031-75013-7
950 $a Earth and Environmental Science (SpringerNature-11646)