Evolving Systems最新文献

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Attention-based hand semantic segmentation and gesture recognition using deep networks 基于注意力的手部语义分割与深度网络手势识别
IF 3.2 4区 计算机科学
Evolving Systems Pub Date : 2023-07-03 DOI: 10.1007/s12530-023-09512-1
Debajit Sarma, H. Dutta, K. Yadav, M. Bhuyan, R. Laskar
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引用次数: 0
Data mining approach for energy efficiency improvements in a utilities supply on a petrochemical plant 基于数据挖掘的石化厂公用设施能源效率改进方法
IF 3.2 4区 计算机科学
Evolving Systems Pub Date : 2023-07-01 DOI: 10.1007/s12530-023-09515-y
Delano Mendes de Santana, Sérgio Ricardo Lourenço, D. A. Cassiano
{"title":"Data mining approach for energy efficiency improvements in a utilities supply on a petrochemical plant","authors":"Delano Mendes de Santana, Sérgio Ricardo Lourenço, D. A. Cassiano","doi":"10.1007/s12530-023-09515-y","DOIUrl":"https://doi.org/10.1007/s12530-023-09515-y","url":null,"abstract":"","PeriodicalId":12174,"journal":{"name":"Evolving Systems","volume":"42 1","pages":"1071 - 1081"},"PeriodicalIF":3.2,"publicationDate":"2023-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"85026127","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
A large multiclass dataset of CT scans for COVID-19 identification 用于COVID-19识别的大型多类CT扫描数据集
IF 3.2 4区 计算机科学
Evolving Systems Pub Date : 2023-06-27 DOI: 10.1007/s12530-023-09511-2
E. Soares, P. Angelov, Sarah Biaso, M. Cury, D. Abe
{"title":"A large multiclass dataset of CT scans for COVID-19 identification","authors":"E. Soares, P. Angelov, Sarah Biaso, M. Cury, D. Abe","doi":"10.1007/s12530-023-09511-2","DOIUrl":"https://doi.org/10.1007/s12530-023-09511-2","url":null,"abstract":"","PeriodicalId":12174,"journal":{"name":"Evolving Systems","volume":"60 1","pages":""},"PeriodicalIF":3.2,"publicationDate":"2023-06-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"91166953","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
AO-SAKEL: arithmetic optimization-based self-adaptive kernel extreme learning for international trade prediction 基于算法优化的自适应核极值学习的国际贸易预测
IF 3.2 4区 计算机科学
Evolving Systems Pub Date : 2023-06-18 DOI: 10.1007/s12530-023-09500-5
V. Gupta, Ela Kumar
{"title":"AO-SAKEL: arithmetic optimization-based self-adaptive kernel extreme learning for international trade prediction","authors":"V. Gupta, Ela Kumar","doi":"10.1007/s12530-023-09500-5","DOIUrl":"https://doi.org/10.1007/s12530-023-09500-5","url":null,"abstract":"","PeriodicalId":12174,"journal":{"name":"Evolving Systems","volume":"27 1","pages":""},"PeriodicalIF":3.2,"publicationDate":"2023-06-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83336211","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Hybrid self-attention NEAT: a novel evolutionary self-attention approach to improve the NEAT algorithm in high dimensional inputs 混合自关注整洁:一种改进高维输入整洁算法的新型进化自关注方法
IF 3.2 4区 计算机科学
Evolving Systems Pub Date : 2023-06-12 DOI: 10.1007/s12530-023-09510-3
Saman Khamesian, Hamed Malek
{"title":"Hybrid self-attention NEAT: a novel evolutionary self-attention approach to improve the NEAT algorithm in high dimensional inputs","authors":"Saman Khamesian, Hamed Malek","doi":"10.1007/s12530-023-09510-3","DOIUrl":"https://doi.org/10.1007/s12530-023-09510-3","url":null,"abstract":"","PeriodicalId":12174,"journal":{"name":"Evolving Systems","volume":"9 1","pages":""},"PeriodicalIF":3.2,"publicationDate":"2023-06-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78756920","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Swarm based automatic clustering using nature inspired Emperor Penguins Colony algorithm 基于自然启发的帝企鹅群体算法的蜂群自动聚类
IF 3.2 4区 计算机科学
Evolving Systems Pub Date : 2023-06-11 DOI: 10.1007/s12530-023-09507-y
Sasan Harifi, Madjid Khalilian, J. Mohammadzadeh
{"title":"Swarm based automatic clustering using nature inspired Emperor Penguins Colony algorithm","authors":"Sasan Harifi, Madjid Khalilian, J. Mohammadzadeh","doi":"10.1007/s12530-023-09507-y","DOIUrl":"https://doi.org/10.1007/s12530-023-09507-y","url":null,"abstract":"","PeriodicalId":12174,"journal":{"name":"Evolving Systems","volume":"3 1","pages":"1083 - 1099"},"PeriodicalIF":3.2,"publicationDate":"2023-06-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76060309","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Multivariate time series short term forecasting using cumulative data of coronavirus. 利用冠状病毒的累积数据进行多变量时间序列短期预测。
IF 2.7 4区 计算机科学
Evolving Systems Pub Date : 2023-06-04 DOI: 10.1007/s12530-023-09509-w
Suryanshi Mishra, Tinku Singh, Manish Kumar, Satakshi
{"title":"Multivariate time series short term forecasting using cumulative data of coronavirus.","authors":"Suryanshi Mishra, Tinku Singh, Manish Kumar, Satakshi","doi":"10.1007/s12530-023-09509-w","DOIUrl":"10.1007/s12530-023-09509-w","url":null,"abstract":"<p><p>Coronavirus emerged as a highly contagious, pathogenic virus that severely affects the respiratory system of humans. The epidemic-related data is collected regularly, which machine learning algorithms can employ to comprehend and estimate valuable information. The analysis of the gathered data through time series approaches may assist in developing more accurate forecasting models and strategies to combat the disease. This paper focuses on short-term forecasting of cumulative reported incidences and mortality. Forecasting is conducted utilizing state-of-the-art mathematical and deep learning models for multivariate time series forecasting, including extended susceptible-exposed-infected-recovered (SEIR), long-short-term memory (LSTM), and vector autoregression (VAR). The SEIR model has been extended by integrating additional information such as hospitalization, mortality, vaccination, and quarantine incidences. Extensive experiments have been conducted to compare deep learning and mathematical models that enable us to estimate fatalities and incidences more precisely based on mortality in the eight most affected nations during the time of this research. The metrics like mean absolute error (MAE), root mean square error (RMSE), and mean absolute percentage error (MAPE) are employed to gauge the model's effectiveness. The deep learning model LSTM outperformed all others in terms of forecasting accuracy. Additionally, the study explores the impact of vaccination on reported epidemics and deaths worldwide. Furthermore, the detrimental effects of ambient temperature and relative humidity on pathogenic virus dissemination have been analyzed.</p>","PeriodicalId":12174,"journal":{"name":"Evolving Systems","volume":" ","pages":"1-18"},"PeriodicalIF":2.7,"publicationDate":"2023-06-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10239659/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"9705198","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Towards improvement of baseline performance for regression based human pose estimation 改进基于回归的人体姿态估计的基线性能
IF 3.2 4区 计算机科学
Evolving Systems Pub Date : 2023-05-26 DOI: 10.1007/s12530-023-09508-x
Pranjal Kumar, S. Chauhan
{"title":"Towards improvement of baseline performance for regression based human pose estimation","authors":"Pranjal Kumar, S. Chauhan","doi":"10.1007/s12530-023-09508-x","DOIUrl":"https://doi.org/10.1007/s12530-023-09508-x","url":null,"abstract":"","PeriodicalId":12174,"journal":{"name":"Evolving Systems","volume":"46 1","pages":""},"PeriodicalIF":3.2,"publicationDate":"2023-05-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73819976","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Facial emotion recognition and music recommendation system using CNN-based deep learning techniques 人脸情感识别和音乐推荐系统采用基于cnn的深度学习技术
IF 3.2 4区 计算机科学
Evolving Systems Pub Date : 2023-05-16 DOI: 10.1007/s12530-023-09506-z
Brijesh Bakariya, Arshdeep Singh, Harmanpreet Singh, P. Raju, Rohit Rajpoot, K. Mohbey
{"title":"Facial emotion recognition and music recommendation system using CNN-based deep learning techniques","authors":"Brijesh Bakariya, Arshdeep Singh, Harmanpreet Singh, P. Raju, Rohit Rajpoot, K. Mohbey","doi":"10.1007/s12530-023-09506-z","DOIUrl":"https://doi.org/10.1007/s12530-023-09506-z","url":null,"abstract":"","PeriodicalId":12174,"journal":{"name":"Evolving Systems","volume":"16 1","pages":"1-18"},"PeriodicalIF":3.2,"publicationDate":"2023-05-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83512825","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
Concept drift from 1980 to 2020: a comprehensive bibliometric analysis with future research insight 从1980年到2020年的概念漂移:具有未来研究洞察力的综合文献计量学分析
IF 3.2 4区 计算机科学
Evolving Systems Pub Date : 2023-05-05 DOI: 10.1007/s12530-023-09503-2
Elif Selen Babüroğlu, A. Durmuşoğlu, Türkay Dereli
{"title":"Concept drift from 1980 to 2020: a comprehensive bibliometric analysis with future research insight","authors":"Elif Selen Babüroğlu, A. Durmuşoğlu, Türkay Dereli","doi":"10.1007/s12530-023-09503-2","DOIUrl":"https://doi.org/10.1007/s12530-023-09503-2","url":null,"abstract":"","PeriodicalId":12174,"journal":{"name":"Evolving Systems","volume":"1 1","pages":"1-21"},"PeriodicalIF":3.2,"publicationDate":"2023-05-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75959547","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"计算机科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 2
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