Pub Date : 2023-02-09DOI: 10.1007/s12065-023-00814-6
K. Arun Prakash, M. Suresh
{"title":"Multi-criteria decision making in linguistic values of neutrosophic trapezoidal fuzzy multi-numbers","authors":"K. Arun Prakash, M. Suresh","doi":"10.1007/s12065-023-00814-6","DOIUrl":"https://doi.org/10.1007/s12065-023-00814-6","url":null,"abstract":"","PeriodicalId":46237,"journal":{"name":"Evolutionary Intelligence","volume":" ","pages":""},"PeriodicalIF":2.6,"publicationDate":"2023-02-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46764797","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}
Pub Date : 2023-02-08DOI: 10.1007/s12065-023-00835-1
A. Sahoo, S. Chakraverty
{"title":"A neural network approach for the solution of Van der Pol-Mathieu-Duffing oscillator model","authors":"A. Sahoo, S. Chakraverty","doi":"10.1007/s12065-023-00835-1","DOIUrl":"https://doi.org/10.1007/s12065-023-00835-1","url":null,"abstract":"","PeriodicalId":46237,"journal":{"name":"Evolutionary Intelligence","volume":" ","pages":""},"PeriodicalIF":2.6,"publicationDate":"2023-02-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42664924","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}
Pub Date : 2023-02-07DOI: 10.1007/s12065-023-00825-3
Jayasree Ravi, Sushil Kulkarni
World wide web is abundant with various types of information such blogs, social media posts, news articles. With this type of magnitude of online content, there is a need to deeply understand the insights of it in order to make use of the information for practical applications such as event detection, polarity, sentiment analysis and so on. Natural Language Processing (NLP) is the study of such information which is used for text classification, sentiment analysis, clustering of similar text. NLP makes use of linguistic knowledge and build machine learning models to analyse textual information. NLP finds its way in various applications like classification of online review into positive and negative without actually reading the reviews and feedback. For text analysis, there should be a way to quantify the text based on its frequency of occurrence, correlation with neighbouring words, contextual similarity of words, etc. One such way is word embedding. This study applies various word embedding techniques on tweets of popular news channels and clusters the resultant vectors using K-means algorithm. From this study, it is found out that Bidirectional Encoder Representations from Transformers (BERT) has achieved highest accuracy rate when used with K-means clustering.
{"title":"Text embedding techniques for efficient clustering of twitter data.","authors":"Jayasree Ravi, Sushil Kulkarni","doi":"10.1007/s12065-023-00825-3","DOIUrl":"10.1007/s12065-023-00825-3","url":null,"abstract":"<p><p>World wide web is abundant with various types of information such blogs, social media posts, news articles. With this type of magnitude of online content, there is a need to deeply understand the insights of it in order to make use of the information for practical applications such as event detection, polarity, sentiment analysis and so on. Natural Language Processing (NLP) is the study of such information which is used for text classification, sentiment analysis, clustering of similar text. NLP makes use of linguistic knowledge and build machine learning models to analyse textual information. NLP finds its way in various applications like classification of online review into positive and negative without actually reading the reviews and feedback. For text analysis, there should be a way to quantify the text based on its frequency of occurrence, correlation with neighbouring words, contextual similarity of words, etc. One such way is word embedding. This study applies various word embedding techniques on tweets of popular news channels and clusters the resultant vectors using K-means algorithm. From this study, it is found out that Bidirectional Encoder Representations from Transformers (BERT) has achieved highest accuracy rate when used with K-means clustering.</p>","PeriodicalId":46237,"journal":{"name":"Evolutionary Intelligence","volume":" ","pages":"1-11"},"PeriodicalIF":2.6,"publicationDate":"2023-02-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9904526/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"10707078","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}
Pub Date : 2023-02-03DOI: 10.1007/s12065-023-00828-0
Omkar Sawant, Anirban Bhowmick, Ganesh Bhagwat
{"title":"Separation of speech & music using temporal-spectral features and neural classifiers","authors":"Omkar Sawant, Anirban Bhowmick, Ganesh Bhagwat","doi":"10.1007/s12065-023-00828-0","DOIUrl":"https://doi.org/10.1007/s12065-023-00828-0","url":null,"abstract":"","PeriodicalId":46237,"journal":{"name":"Evolutionary Intelligence","volume":" ","pages":""},"PeriodicalIF":2.6,"publicationDate":"2023-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46905957","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}
Pub Date : 2023-01-31DOI: 10.1007/s12065-023-00827-1
Sicong Shan, Shuangtao Sun, P. Dong
{"title":"Data driven intelligent action recognition and correction in sports training and teaching","authors":"Sicong Shan, Shuangtao Sun, P. Dong","doi":"10.1007/s12065-023-00827-1","DOIUrl":"https://doi.org/10.1007/s12065-023-00827-1","url":null,"abstract":"","PeriodicalId":46237,"journal":{"name":"Evolutionary Intelligence","volume":"16 1","pages":"1679 - 1687"},"PeriodicalIF":2.6,"publicationDate":"2023-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42674198","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}
Pub Date : 2023-01-31DOI: 10.1007/s12065-023-00826-2
E. Naderi, Lida Mirzaei, M. Pourakbari‐Kasmaei, Fernando V. Cerna, M. Lehtonen
{"title":"Optimization of active power dispatch considering unified power flow controller: application of evolutionary algorithms in a fuzzy framework","authors":"E. Naderi, Lida Mirzaei, M. Pourakbari‐Kasmaei, Fernando V. Cerna, M. Lehtonen","doi":"10.1007/s12065-023-00826-2","DOIUrl":"https://doi.org/10.1007/s12065-023-00826-2","url":null,"abstract":"","PeriodicalId":46237,"journal":{"name":"Evolutionary Intelligence","volume":" ","pages":""},"PeriodicalIF":2.6,"publicationDate":"2023-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47611728","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}
Pub Date : 2023-01-31DOI: 10.1007/s12065-023-00824-4
Amit Kumar Jakhar, Aman Gupta, Mrityunjay Singh
{"title":"SELF: a stacked-based ensemble learning framework for breast cancer classification","authors":"Amit Kumar Jakhar, Aman Gupta, Mrityunjay Singh","doi":"10.1007/s12065-023-00824-4","DOIUrl":"https://doi.org/10.1007/s12065-023-00824-4","url":null,"abstract":"","PeriodicalId":46237,"journal":{"name":"Evolutionary Intelligence","volume":" ","pages":""},"PeriodicalIF":2.6,"publicationDate":"2023-01-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47777541","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}
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