Evolving Systems最新文献

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Feature-based search space characterisation for data-driven adaptive operator selection 基于特征的搜索空间特征,用于数据驱动的自适应算子选择
IF 3.2 4区 计算机科学
Evolving Systems Pub Date : 2023-12-22 DOI: 10.1007/s12530-023-09560-7
Mehmet Emin Aydin, R. Durgut, A. Rakib, Hisham Ihshaish
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引用次数: 0
Image enhancement based on optimized 2D histogram modification by krill herd algorithm 基于磷虾群算法优化二维直方图修改的图像增强技术
IF 3.2 4区 计算机科学
Evolving Systems Pub Date : 2023-12-16 DOI: 10.1007/s12530-023-09545-6
Mahdis Golabian, A. Mahmoodzadeh, H. Agahi
{"title":"Image enhancement based on optimized 2D histogram modification by krill herd algorithm","authors":"Mahdis Golabian, A. Mahmoodzadeh, H. Agahi","doi":"10.1007/s12530-023-09545-6","DOIUrl":"https://doi.org/10.1007/s12530-023-09545-6","url":null,"abstract":"","PeriodicalId":12174,"journal":{"name":"Evolving Systems","volume":"64 8","pages":""},"PeriodicalIF":3.2,"publicationDate":"2023-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138967135","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
Csa-gru: a hybrid CNN and self attention GRU for human identification using ear biometrics Csa-gru:利用耳部生物识别技术进行人体识别的混合 CNN 和自我关注 GRU
IF 3.2 4区 计算机科学
Evolving Systems Pub Date : 2023-12-16 DOI: 10.1007/s12530-023-09555-4
Anshul Mahajan, Sunil K. Singla
{"title":"Csa-gru: a hybrid CNN and self attention GRU for human identification using ear biometrics","authors":"Anshul Mahajan, Sunil K. Singla","doi":"10.1007/s12530-023-09555-4","DOIUrl":"https://doi.org/10.1007/s12530-023-09555-4","url":null,"abstract":"","PeriodicalId":12174,"journal":{"name":"Evolving Systems","volume":"29 4","pages":""},"PeriodicalIF":3.2,"publicationDate":"2023-12-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138967330","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
Leader–follower tracking in lipschitz nonlinear multi agent systems under undirected graph with noisy sinusoidal motion of the leader 在有领导者正弦波噪声运动的无向图下,唇状非线性多代理系统中的领导者-追随者追踪
IF 3.2 4区 计算机科学
Evolving Systems Pub Date : 2023-12-12 DOI: 10.1007/s12530-023-09551-8
Seyyed Vahid Ghasemzadeh, B. Safarinejadian
{"title":"Leader–follower tracking in lipschitz nonlinear multi agent systems under undirected graph with noisy sinusoidal motion of the leader","authors":"Seyyed Vahid Ghasemzadeh, B. Safarinejadian","doi":"10.1007/s12530-023-09551-8","DOIUrl":"https://doi.org/10.1007/s12530-023-09551-8","url":null,"abstract":"","PeriodicalId":12174,"journal":{"name":"Evolving Systems","volume":"103 9","pages":""},"PeriodicalIF":3.2,"publicationDate":"2023-12-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139008110","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
Homogeneous transfer learning for supporting pervasive edge applications 支持普适边缘应用的同构迁移学习
4区 计算机科学
Evolving Systems Pub Date : 2023-11-08 DOI: 10.1007/s12530-023-09548-3
Thanasis Moustakas, Kostas Kolomvatsos
{"title":"Homogeneous transfer learning for supporting pervasive edge applications","authors":"Thanasis Moustakas, Kostas Kolomvatsos","doi":"10.1007/s12530-023-09548-3","DOIUrl":"https://doi.org/10.1007/s12530-023-09548-3","url":null,"abstract":"","PeriodicalId":12174,"journal":{"name":"Evolving Systems","volume":"2 12","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135390610","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
Cascade hyperchaotic fuzzy system (CHCFS): discussions on accuracy and interpretability 级联超混沌模糊系统(CHCFS):准确性和可解释性的讨论
4区 计算机科学
Evolving Systems Pub Date : 2023-11-07 DOI: 10.1007/s12530-023-09546-5
Hamid Abbasi
{"title":"Cascade hyperchaotic fuzzy system (CHCFS): discussions on accuracy and interpretability","authors":"Hamid Abbasi","doi":"10.1007/s12530-023-09546-5","DOIUrl":"https://doi.org/10.1007/s12530-023-09546-5","url":null,"abstract":"","PeriodicalId":12174,"journal":{"name":"Evolving Systems","volume":"184 6","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135479644","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
An hybrid soft attention based XGBoost model for classification of poikilocytosis blood cells 基于混合软注意的XGBoost模型对异型红细胞的分类
4区 计算机科学
Evolving Systems Pub Date : 2023-11-06 DOI: 10.1007/s12530-023-09549-2
Prasenjit Dhar, K. Suganya Devi, Satish Kumar Satti, P. Srinivasan
{"title":"An hybrid soft attention based XGBoost model for classification of poikilocytosis blood cells","authors":"Prasenjit Dhar, K. Suganya Devi, Satish Kumar Satti, P. Srinivasan","doi":"10.1007/s12530-023-09549-2","DOIUrl":"https://doi.org/10.1007/s12530-023-09549-2","url":null,"abstract":"","PeriodicalId":12174,"journal":{"name":"Evolving Systems","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135590100","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
Enhancing the chimp optimization algorithm to evolve deep LSTMs for accounting profit prediction using adaptive pair reinforced technique 利用自适应对增强技术改进黑猩猩优化算法,发展用于会计利润预测的深度lstm
4区 计算机科学
Evolving Systems Pub Date : 2023-11-05 DOI: 10.1007/s12530-023-09547-4
Chengchen Yang, Tong Wu, Lingzhuo Zeng
{"title":"Enhancing the chimp optimization algorithm to evolve deep LSTMs for accounting profit prediction using adaptive pair reinforced technique","authors":"Chengchen Yang, Tong Wu, Lingzhuo Zeng","doi":"10.1007/s12530-023-09547-4","DOIUrl":"https://doi.org/10.1007/s12530-023-09547-4","url":null,"abstract":"Abstract Accurately predicting accounting profit (PAP) plays a vital role in financial analysis and decision-making for businesses. The analysis of a business’s financial achievements offers significant insights and aids in the formulation of strategic plans. This research paper focuses on improving the chimp optimization algorithm (CHOA) to evolve deep long short-term memory (LSTM) models specifically for financial accounting profit prediction. The proposed hybrid approach combines CHOA’s global search capabilities with deep LSTMs’ sequential modeling abilities, considering both the global and temporal aspects of financial data to enhance prediction accuracy. To overcome CHOA’s tendency to get stuck in local minima, a novel updating technique called adaptive pair reinforced (APR) is introduced, resulting in APRCHOA. In addition to well-known conventional prediction models, this study develops five deep LSTM-based models, namely conventional deep LSTM, CHOA (deep LSTM-CHOA), adaptive reinforcement-based genetic algorithm (deep LSTM-ARGA), marine predator algorithm (deep LSTM-MPA), and adaptive reinforced whale optimization algorithm (deep LSTM-ARWOA). To comprehensively evaluate their effectiveness, the developed deep LSTM-APRCHOA models are assessed using statistical error metrics, namely root mean square error (RMSE), bias, and Nash–Sutcliffe efficiency (NSEF). In the validation set, at a lead time of 1 h, the NSEF values for LSTM, LSTM-MPA, LSTM-CHOA, LSTM-ARGA, LSTM-ARWOA, and deep LSTM-APRCHOA were 0.9100, 0.9312, 0.9350, 0.9650, 0.9722, and 0.9801, respectively. The results indicate that among these models, deep LSTM-APRCHOA demonstrates the highest accuracy for financial profit prediction.","PeriodicalId":12174,"journal":{"name":"Evolving Systems","volume":"99 5","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135724555","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
Speech emotion classification using feature-level and classifier-level fusion 基于特征级和分类器级融合的语音情感分类
4区 计算机科学
Evolving Systems Pub Date : 2023-11-03 DOI: 10.1007/s12530-023-09550-9
Siba Prasad Mishra, Pankaj Warule, Suman Deb
{"title":"Speech emotion classification using feature-level and classifier-level fusion","authors":"Siba Prasad Mishra, Pankaj Warule, Suman Deb","doi":"10.1007/s12530-023-09550-9","DOIUrl":"https://doi.org/10.1007/s12530-023-09550-9","url":null,"abstract":"","PeriodicalId":12174,"journal":{"name":"Evolving Systems","volume":"67 11","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-11-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"135868837","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
Optimizing kernel possibilistic fuzzy C-means clustering using metaheuristic algorithms 利用元启发式算法优化核可能性模糊c均值聚类
4区 计算机科学
Evolving Systems Pub Date : 2023-10-26 DOI: 10.1007/s12530-023-09542-9
Saumya Singh, Smriti Srivastava
{"title":"Optimizing kernel possibilistic fuzzy C-means clustering using metaheuristic algorithms","authors":"Saumya Singh, Smriti Srivastava","doi":"10.1007/s12530-023-09542-9","DOIUrl":"https://doi.org/10.1007/s12530-023-09542-9","url":null,"abstract":"","PeriodicalId":12174,"journal":{"name":"Evolving Systems","volume":"4 3","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2023-10-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134909674","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
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