Proceedings of ELM 2022 : Theory, Algorithms and Applications

Kaj-Mikael Björk

ISBN 10: 3031550587 / ISBN 13: 9783031550584

Editore: Springer Nature Switzerland, Springer Nature Switzerland, 2025

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Druck auf Anfrage Neuware - Printed after ordering - This book contains selected papers from the 12th International Conference on Extreme Learning Machines 2022. Extreme learning machines (ELMs) continue to be an important complement to the many deep learning models you can find in the machine learning domain. ELM is fast and therefore suitable for many applications (not only in edge computing), and therefore there is a need to gather examples of possible applications. These proceedings, for the ELM 2022 conference, cover several application areas with relevant topics, where ELM can be used and has been used with great success. Here you will find several new areas (gaming, for instance) as well as improved concepts for existing application areas (signature forgery, for instance), where ELM has been implemented. In addition, some method improvements are also covered in this book, more specifically on the topic of 2nd-order Ordinary Differential Equations (ODEs). Codice articolo 9783031550584

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Titolo: Proceedings of ELM 2022 : Theory, Algorithms...

Casa editrice: Springer Nature Switzerland, Springer Nature Switzerland

Data di pubblicazione: 2025

Legatura: Taschenbuch

Condizione: Neu

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This book contains selected papers from the 12th International Conference on Extreme Learning Machines 2022. Extreme learning machines (ELMs) continue to be an important complement to the many deep learning models you can find in the machine learning domain. ELM is fast and therefore suitable for many applications (not only in edge computing), and therefore there is a need to gather examples of possible applications. These proceedings, for the ELM 2022 conference, cover several application areas with relevant topics, where ELM can be used and has been used with great success. Here you will find several new areas (gaming, for instance) as well as improved concepts for existing application areas (signature forgery, for instance), where ELM has been implemented. In addition, some method improvements are also covered in this book, more specifically on the topic of 2nd-order Ordinary Differential Equations (ODEs).