Evolutionary Intelligence最新文献

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An insight on recent advancements and future perspectives in detection techniques of Parkinson’s disease 帕金森氏病检测技术的最新进展和未来展望
IF 2.6
Evolutionary Intelligence Pub Date : 2023-07-08 DOI: 10.1007/s12065-023-00859-7
Snehith Sankineni, Aanchal Saraswat, M. Suchetha, Sathyanarayanan N. Aakur, S. Sehastrajit, D. E. Dhas
{"title":"An insight on recent advancements and future perspectives in detection techniques of Parkinson’s disease","authors":"Snehith Sankineni, Aanchal Saraswat, M. Suchetha, Sathyanarayanan N. Aakur, S. Sehastrajit, D. E. Dhas","doi":"10.1007/s12065-023-00859-7","DOIUrl":"https://doi.org/10.1007/s12065-023-00859-7","url":null,"abstract":"","PeriodicalId":46237,"journal":{"name":"Evolutionary Intelligence","volume":" ","pages":""},"PeriodicalIF":2.6,"publicationDate":"2023-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45739213","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
The improved grasshopper optimization algorithm with Cauchy mutation strategy and random weight operator for solving optimization problems 基于Cauchy突变策略和随机权算子的改进蚱蜢优化算法求解优化问题
IF 2.6
Evolutionary Intelligence Pub Date : 2023-07-05 DOI: 10.1007/s12065-023-00861-z
L. Wu, Jiawei Wu, Tengbin Wang
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引用次数: 0
Investigation of Kriging-based SAEAs’ metamodel samples for computationally expensive optimization problems 基于kriging的saea元模型样本在计算代价昂贵的优化问题中的研究
IF 2.6
Evolutionary Intelligence Pub Date : 2023-07-05 DOI: 10.1007/s12065-023-00862-y
Mônica A. C. Valadão, André L. Maravilha, Lucas S. Batista
{"title":"Investigation of Kriging-based SAEAs’ metamodel samples for computationally expensive optimization problems","authors":"Mônica A. C. Valadão, André L. Maravilha, Lucas S. Batista","doi":"10.1007/s12065-023-00862-y","DOIUrl":"https://doi.org/10.1007/s12065-023-00862-y","url":null,"abstract":"","PeriodicalId":46237,"journal":{"name":"Evolutionary Intelligence","volume":" ","pages":""},"PeriodicalIF":2.6,"publicationDate":"2023-07-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"41686060","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-objective social group optimization for machining process 加工过程多目标社会群体优化
IF 2.6
Evolutionary Intelligence Pub Date : 2023-06-22 DOI: 10.1007/s12065-023-00856-w
Anima Naik
{"title":"Multi-objective social group optimization for machining process","authors":"Anima Naik","doi":"10.1007/s12065-023-00856-w","DOIUrl":"https://doi.org/10.1007/s12065-023-00856-w","url":null,"abstract":"","PeriodicalId":46237,"journal":{"name":"Evolutionary Intelligence","volume":" ","pages":""},"PeriodicalIF":2.6,"publicationDate":"2023-06-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44617790","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
A model for optimal energy management in a microgrid using biogas 利用沼气的微电网能量优化管理模型
IF 2.6
Evolutionary Intelligence Pub Date : 2023-06-14 DOI: 10.1007/s12065-023-00857-9
Maria Izabel Santos, André L. Maravilha, M. Bessani, W. Uturbey, Lucas S. Batista
{"title":"A model for optimal energy management in a microgrid using biogas","authors":"Maria Izabel Santos, André L. Maravilha, M. Bessani, W. Uturbey, Lucas S. Batista","doi":"10.1007/s12065-023-00857-9","DOIUrl":"https://doi.org/10.1007/s12065-023-00857-9","url":null,"abstract":"","PeriodicalId":46237,"journal":{"name":"Evolutionary Intelligence","volume":" ","pages":""},"PeriodicalIF":2.6,"publicationDate":"2023-06-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42043105","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-objective optimum design of propellers using the blade element theory and evolutionary algorithms 基于叶片单元理论和进化算法的螺旋桨多目标优化设计
IF 2.6
Evolutionary Intelligence Pub Date : 2023-06-05 DOI: 10.1007/s12065-023-00855-x
Nícolas Lima Oliveira, M. A. Rendón, Afonso C. C. Lemonge, P. Hallak
{"title":"Multi-objective optimum design of propellers using the blade element theory and evolutionary algorithms","authors":"Nícolas Lima Oliveira, M. A. Rendón, Afonso C. C. Lemonge, P. Hallak","doi":"10.1007/s12065-023-00855-x","DOIUrl":"https://doi.org/10.1007/s12065-023-00855-x","url":null,"abstract":"","PeriodicalId":46237,"journal":{"name":"Evolutionary Intelligence","volume":" ","pages":""},"PeriodicalIF":2.6,"publicationDate":"2023-06-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"45424071","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
Simultaneous sensor and relay nodes deployment for Smart Car Park surveillance 用于智能停车场监控的传感器和继电器节点同时部署
IF 2.6
Evolutionary Intelligence Pub Date : 2023-06-03 DOI: 10.1007/s12065-023-00853-z
Slimane Charafeddine Benghelima, Mohamed Ould Khaoua, Ali Benzerbadj, Oumaya Baala
{"title":"Simultaneous sensor and relay nodes deployment for Smart Car Park surveillance","authors":"Slimane Charafeddine Benghelima, Mohamed Ould Khaoua, Ali Benzerbadj, Oumaya Baala","doi":"10.1007/s12065-023-00853-z","DOIUrl":"https://doi.org/10.1007/s12065-023-00853-z","url":null,"abstract":"","PeriodicalId":46237,"journal":{"name":"Evolutionary Intelligence","volume":" ","pages":""},"PeriodicalIF":2.6,"publicationDate":"2023-06-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"43440303","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
Optimal allocation of water resources in Guyuan City based on improved NSGA-III algorithm 基于改进NSGA-III算法的固原市水资源优化配置
IF 2.6
Evolutionary Intelligence Pub Date : 2023-05-26 DOI: 10.1007/s12065-023-00854-y
Zhu Si-feng, Shi Bing
{"title":"Optimal allocation of water resources in Guyuan City based on improved NSGA-III algorithm","authors":"Zhu Si-feng, Shi Bing","doi":"10.1007/s12065-023-00854-y","DOIUrl":"https://doi.org/10.1007/s12065-023-00854-y","url":null,"abstract":"","PeriodicalId":46237,"journal":{"name":"Evolutionary Intelligence","volume":" ","pages":""},"PeriodicalIF":2.6,"publicationDate":"2023-05-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44240189","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
An extreme learning machine model based on adaptive multi-fusion chaotic sparrow search algorithm for regression and classification 一种基于自适应多融合混沌麻雀搜索算法的极限学习机模型回归与分类
IF 2.6
Evolutionary Intelligence Pub Date : 2023-05-25 DOI: 10.1007/s12065-023-00852-0
Rui Zhang, Jin Su, Jinqian Feng
{"title":"An extreme learning machine model based on adaptive multi-fusion chaotic sparrow search algorithm for regression and classification","authors":"Rui Zhang, Jin Su, Jinqian Feng","doi":"10.1007/s12065-023-00852-0","DOIUrl":"https://doi.org/10.1007/s12065-023-00852-0","url":null,"abstract":"","PeriodicalId":46237,"journal":{"name":"Evolutionary Intelligence","volume":" ","pages":""},"PeriodicalIF":2.6,"publicationDate":"2023-05-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"48047250","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
An interpretable method for automated classification of spoken transcripts and written text. 一种可解释的口语转录本和书面文本自动分类方法。
IF 2.6
Evolutionary Intelligence Pub Date : 2023-05-04 DOI: 10.1007/s12065-023-00851-1
Mattias Wahde, Marco L Della Vedova, Marco Virgolin, Minerva Suvanto
{"title":"An interpretable method for automated classification of spoken transcripts and written text.","authors":"Mattias Wahde,&nbsp;Marco L Della Vedova,&nbsp;Marco Virgolin,&nbsp;Minerva Suvanto","doi":"10.1007/s12065-023-00851-1","DOIUrl":"10.1007/s12065-023-00851-1","url":null,"abstract":"<p><p>We investigate the differences between spoken language (in the form of radio show transcripts) and written language (Wikipedia articles) in the context of text classification. We present a novel, interpretable method for text classification, involving a linear classifier using a large set of <math><mrow><mi>n</mi><mo>-</mo></mrow></math>gram features, and apply it to a newly generated data set with sentences originating either from spoken transcripts or written text. Our classifier reaches an accuracy less than 0.02 below that of a commonly used classifier (DistilBERT) based on deep neural networks (DNNs). Moreover, our classifier has an integrated measure of confidence, for assessing the reliability of a given classification. An online tool is provided for demonstrating our classifier, particularly its interpretable nature, which is a crucial feature in classification tasks involving high-stakes decision-making. We also study the capability of DistilBERT to carry out fill-in-the-blank tasks in either spoken or written text, and find it to perform similarly in both cases. Our main conclusion is that, with careful improvements, the performance gap between classical methods and DNN-based methods may be reduced significantly, such that the choice of classification method comes down to the need (if any) for interpretability.</p>","PeriodicalId":46237,"journal":{"name":"Evolutionary Intelligence","volume":" ","pages":"1-13"},"PeriodicalIF":2.6,"publicationDate":"2023-05-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10157555/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9714912","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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