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}
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}
{"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}
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}
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}
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}
{"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}
{"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}
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, Marco L Della Vedova, Marco Virgolin, 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}