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Improved swin transformer-based defect detection method for transmission line patrol inspection images 改进的基于swin变压器的输电线路巡检图像缺陷检测方法
IF 2.6
Evolutionary Intelligence Pub Date : 2023-02-09 DOI: 10.1007/s12065-023-00837-z
Kai Dong, Qingbin Shen, Chengyi Wang, Yanwu Dong, Qiuyue Liu, Z. Lu, Ziying Lu
{"title":"Improved swin transformer-based defect detection method for transmission line patrol inspection images","authors":"Kai Dong, Qingbin Shen, Chengyi Wang, Yanwu Dong, Qiuyue Liu, Z. Lu, Ziying Lu","doi":"10.1007/s12065-023-00837-z","DOIUrl":"https://doi.org/10.1007/s12065-023-00837-z","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":"48707591","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-criteria decision making in linguistic values of neutrosophic trapezoidal fuzzy multi-numbers 中性梯形模糊复数语言值的多准则决策
IF 2.6
Evolutionary Intelligence Pub Date : 2023-02-09 DOI: 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}
引用次数: 0
A neural network approach for the solution of Van der Pol-Mathieu-Duffing oscillator model 求解Van der Pol-Mathiieu-Duffing振子模型的神经网络方法
IF 2.6
Evolutionary Intelligence Pub Date : 2023-02-08 DOI: 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}
引用次数: 2
Text embedding techniques for efficient clustering of twitter data. 高效聚类 twitter 数据的文本嵌入技术。
IF 2.6
Evolutionary Intelligence Pub Date : 2023-02-07 DOI: 10.1007/s12065-023-00825-3
Jayasree Ravi, Sushil Kulkarni
{"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}
引用次数: 0
Mobile robot monocular vision-based obstacle avoidance algorithm using a deep neural network 基于移动机器人单目视觉的深度神经网络避障算法
IF 2.6
Evolutionary Intelligence Pub Date : 2023-02-06 DOI: 10.1007/s12065-023-00829-z
N. Rezaei, Samira Darabi
{"title":"Mobile robot monocular vision-based obstacle avoidance algorithm using a deep neural network","authors":"N. Rezaei, Samira Darabi","doi":"10.1007/s12065-023-00829-z","DOIUrl":"https://doi.org/10.1007/s12065-023-00829-z","url":null,"abstract":"","PeriodicalId":46237,"journal":{"name":"Evolutionary Intelligence","volume":" ","pages":""},"PeriodicalIF":2.6,"publicationDate":"2023-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42407169","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
Separation of speech & music using temporal-spectral features and neural classifiers 基于时间谱特征和神经分类器的语音和音乐分离
IF 2.6
Evolutionary Intelligence Pub Date : 2023-02-03 DOI: 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}
引用次数: 0
Genetic algorithms: theory, genetic operators, solutions, and applications 遗传算法:理论，遗传算子，解决方案和应用
IF 2.6
Evolutionary Intelligence Pub Date : 2023-02-03 DOI: 10.1007/s12065-023-00822-6
Bushra Alhijawi, A. Awajan
{"title":"Genetic algorithms: theory, genetic operators, solutions, and applications","authors":"Bushra Alhijawi, A. Awajan","doi":"10.1007/s12065-023-00822-6","DOIUrl":"https://doi.org/10.1007/s12065-023-00822-6","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":"43446882","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: 6
Data driven intelligent action recognition and correction in sports training and teaching 数据驱动的运动训练教学智能动作识别与纠正
IF 2.6
Evolutionary Intelligence Pub Date : 2023-01-31 DOI: 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}
引用次数: 0
Optimization of active power dispatch considering unified power flow controller: application of evolutionary algorithms in a fuzzy framework 考虑统一潮流控制器的有功调度优化:进化算法在模糊框架中的应用
IF 2.6
Evolutionary Intelligence Pub Date : 2023-01-31 DOI: 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}
引用次数: 8
SELF: a stacked-based ensemble learning framework for breast cancer classification SELF:一种用于乳腺癌症分类的基于堆叠的集成学习框架
IF 2.6
Evolutionary Intelligence Pub Date : 2023-01-31 DOI: 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}
引用次数: 7
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