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Titlebook: Optimization, Learning Algorithms and Applications; Second International Ana I. Pereira,Andrej Košir,Rui P. Lopes Conference proceedings 20

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发表于 2025-3-21 18:04:16 | 显示全部楼层 |阅读模式
书目名称Optimization, Learning Algorithms and Applications
副标题Second International
编辑Ana I. Pereira,Andrej Košir,Rui P. Lopes
视频video
丛书名称Communications in Computer and Information Science
图书封面Titlebook: Optimization, Learning Algorithms and Applications; Second International Ana I. Pereira,Andrej Košir,Rui P. Lopes Conference proceedings 20
描述.This book constitutes the proceedings of the Second International Conference on Optimization, Learning Algorithms and Applications, OL2A 2022, held in Bragança, Portugal, in October 2022...The 53 full papers and 3 short papers were thoroughly reviewed and selected from 145 submissions. They are organized in the topical sections on Machine and Deep Learning; Optimization; Artificial Intelligence; Optimization in Control Systems Design; Measurements with the Internet of Things; Trends in Engineering Education; Advances and Optimization in Cyber-Physical Systems; and Computer vision based on learning algorithms. .
出版日期Conference proceedings 2022
关键词artificial intelligence; classification; computer networks; computer systems; computer vision; correlatio
版次1
doihttps://doi.org/10.1007/978-3-031-23236-7
isbn_softcover978-3-031-23235-0
isbn_ebook978-3-031-23236-7Series ISSN 1865-0929 Series E-ISSN 1865-0937
issn_series 1865-0929
copyrightThe Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerl
The information of publication is updating

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1865-0929 Measurements with the Internet of Things; Trends in Engineering Education; Advances and Optimization in Cyber-Physical Systems; and Computer vision based on learning algorithms. .978-3-031-23235-0978-3-031-23236-7Series ISSN 1865-0929 Series E-ISSN 1865-0937
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Development of a Analog Acquisition and Conditioning Circuit of Surface Electromyogram and Electrocaay alongside filter and gain modules developed on the area of interest of such signals. At the end, the results obtained are presented, showing the conditioning capability of the circuit, leaving the proof of behaviour in real-life situations to be proven.
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Conference proceedings 2022anized in the topical sections on Machine and Deep Learning; Optimization; Artificial Intelligence; Optimization in Control Systems Design; Measurements with the Internet of Things; Trends in Engineering Education; Advances and Optimization in Cyber-Physical Systems; and Computer vision based on learning algorithms. .
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Attention Mechanism for Classification of Melanomas feature representations. The different experiments demonstrate the effectiveness of the model in five different datasets. The model was evaluated based on sensitivity, specificity, accuracy, and F1-Score. Even though it is a simple method, this attention mechanism shows that its application could be beneficial in classification tasks.
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A Hybrid Approach to Operational Planning in Home Health Cared integer linear programming model, a genetic algorithm, and a hybrid approach were used to solve the operational planning through test instances of different sizes for public home care providers. Computational results are presented, followed by a discussion on the advantages and shortcomings, highlighting the strength of each approach.
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