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Metaheuristics in Machine Learning: Theory and Applications最新文献

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Hyperparameter Optimization in a Convolutional Neural Network Using Metaheuristic Algorithms 基于元启发式算法的卷积神经网络超参数优化
Metaheuristics in Machine Learning: Theory and Applications Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-70542-8_2
Angel Gaspar, D. Oliva, Erik Cuevas, D. Zaldívar, Marco Pérez, G. Pajares
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引用次数: 13
Performance Optimization of PID Controller Based on Parameters Estimation Using Meta-Heuristic Techniques: A Comparative Study 基于元启发式参数估计的PID控制器性能优化比较研究
Metaheuristics in Machine Learning: Theory and Applications Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-70542-8_28
Mohamed Issa
{"title":"Performance Optimization of PID Controller Based on Parameters Estimation Using Meta-Heuristic Techniques: A Comparative Study","authors":"Mohamed Issa","doi":"10.1007/978-3-030-70542-8_28","DOIUrl":"https://doi.org/10.1007/978-3-030-70542-8_28","url":null,"abstract":"","PeriodicalId":284360,"journal":{"name":"Metaheuristics in Machine Learning: Theory and Applications","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117106658","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
Variable Mesh Optimization for Continuous Optimization and Multimodal Problems 连续优化和多模态问题的变网格优化
Metaheuristics in Machine Learning: Theory and Applications Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-70542-8_13
J. Antón-Vargas, Luis A. Quintero-Domínguez, Guillermo Sosa-Gómez, Omar Rojas
{"title":"Variable Mesh Optimization for Continuous Optimization and Multimodal Problems","authors":"J. Antón-Vargas, Luis A. Quintero-Domínguez, Guillermo Sosa-Gómez, Omar Rojas","doi":"10.1007/978-3-030-70542-8_13","DOIUrl":"https://doi.org/10.1007/978-3-030-70542-8_13","url":null,"abstract":"","PeriodicalId":284360,"journal":{"name":"Metaheuristics in Machine Learning: Theory and Applications","volume":"18 10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130788419","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Genetic Operators and Their Impact on the Training of Deep Neural Networks 遗传算子及其对深度神经网络训练的影响
Metaheuristics in Machine Learning: Theory and Applications Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-70542-8_5
David Eliel Bocanegra Michel, Daniel Zaldívar Navarro
{"title":"Genetic Operators and Their Impact on the Training of Deep Neural Networks","authors":"David Eliel Bocanegra Michel, Daniel Zaldívar Navarro","doi":"10.1007/978-3-030-70542-8_5","DOIUrl":"https://doi.org/10.1007/978-3-030-70542-8_5","url":null,"abstract":"","PeriodicalId":284360,"journal":{"name":"Metaheuristics in Machine Learning: Theory and Applications","volume":"80 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114811144","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Optimising Connection Weights in Neural Networks Using a Memetic Algorithm Incorporating Chaos Theory 基于混沌模因算法的神经网络连接权优化
Metaheuristics in Machine Learning: Theory and Applications Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-70542-8_8
S. J. Mousavirad, G. Schaefer, H. Ebrahimpour-Komleh
{"title":"Optimising Connection Weights in Neural Networks Using a Memetic Algorithm Incorporating Chaos Theory","authors":"S. J. Mousavirad, G. Schaefer, H. Ebrahimpour-Komleh","doi":"10.1007/978-3-030-70542-8_8","DOIUrl":"https://doi.org/10.1007/978-3-030-70542-8_8","url":null,"abstract":"","PeriodicalId":284360,"journal":{"name":"Metaheuristics in Machine Learning: Theory and Applications","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126342928","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
A Survey of Metaheuristic Algorithms for Solving Optimization Problems 求解优化问题的元启发式算法综述
Metaheuristics in Machine Learning: Theory and Applications Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-70542-8_21
E. H. Houssein, M. A. Mahdy, Doaa Shebl, W. M. Mohamed
{"title":"A Survey of Metaheuristic Algorithms for Solving Optimization Problems","authors":"E. H. Houssein, M. A. Mahdy, Doaa Shebl, W. M. Mohamed","doi":"10.1007/978-3-030-70542-8_21","DOIUrl":"https://doi.org/10.1007/978-3-030-70542-8_21","url":null,"abstract":"","PeriodicalId":284360,"journal":{"name":"Metaheuristics in Machine Learning: Theory and Applications","volume":"43 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126802192","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 7
Thresholding Algorithm Applied to Chest X-Ray Images with Pneumonia 阈值算法在肺炎胸片图像中的应用
Metaheuristics in Machine Learning: Theory and Applications Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-70542-8_16
Jesús Murillo-Olmos, E. Rodríguez-Esparza, M. Pérez‑Cisneros, D. Zaldívar, Erik Cuevas, G. Trejo-Caballero, A. Juan
{"title":"Thresholding Algorithm Applied to Chest X-Ray Images with Pneumonia","authors":"Jesús Murillo-Olmos, E. Rodríguez-Esparza, M. Pérez‑Cisneros, D. Zaldívar, Erik Cuevas, G. Trejo-Caballero, A. Juan","doi":"10.1007/978-3-030-70542-8_16","DOIUrl":"https://doi.org/10.1007/978-3-030-70542-8_16","url":null,"abstract":"","PeriodicalId":284360,"journal":{"name":"Metaheuristics in Machine Learning: Theory and Applications","volume":"73 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121798844","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
A Metaheuristic Algorithm for Classification of White Blood Cells in Healthcare Informatics 医疗保健信息学中白细胞分类的元启发式算法
Metaheuristics in Machine Learning: Theory and Applications Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-70542-8_10
Ana Carolina Borges Monteiro, Y. Iano, R. P. França, Rangel Arthur
{"title":"A Metaheuristic Algorithm for Classification of White Blood Cells in Healthcare Informatics","authors":"Ana Carolina Borges Monteiro, Y. Iano, R. P. França, Rangel Arthur","doi":"10.1007/978-3-030-70542-8_10","DOIUrl":"https://doi.org/10.1007/978-3-030-70542-8_10","url":null,"abstract":"","PeriodicalId":284360,"journal":{"name":"Metaheuristics in Machine Learning: Theory and Applications","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125200557","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Multi-level Thresholding Image Segmentation Based on Nature-Inspired Optimization Algorithms: A Comprehensive Review 基于自然优化算法的多级阈值图像分割:综述
Metaheuristics in Machine Learning: Theory and Applications Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-70542-8_11
E. H. Houssein, Bahaa El-din Helmy, D. Oliva, Ahmed A. Elngar, Hassan Shaban
{"title":"Multi-level Thresholding Image Segmentation Based on Nature-Inspired Optimization Algorithms: A Comprehensive Review","authors":"E. H. Houssein, Bahaa El-din Helmy, D. Oliva, Ahmed A. Elngar, Hassan Shaban","doi":"10.1007/978-3-030-70542-8_11","DOIUrl":"https://doi.org/10.1007/978-3-030-70542-8_11","url":null,"abstract":"","PeriodicalId":284360,"journal":{"name":"Metaheuristics in Machine Learning: Theory and Applications","volume":"63 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133654443","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 12
Image Classification with Convolutional Neural Networks 卷积神经网络图像分类
Metaheuristics in Machine Learning: Theory and Applications Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-70542-8_18
Alfonso Ramos-Michel, M. Pérez‑Cisneros, Erik Cuevas, D. Zaldívar
{"title":"Image Classification with Convolutional Neural Networks","authors":"Alfonso Ramos-Michel, M. Pérez‑Cisneros, Erik Cuevas, D. Zaldívar","doi":"10.1007/978-3-030-70542-8_18","DOIUrl":"https://doi.org/10.1007/978-3-030-70542-8_18","url":null,"abstract":"","PeriodicalId":284360,"journal":{"name":"Metaheuristics in Machine Learning: Theory and Applications","volume":"66 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133181418","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 8
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