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International Journal of Data Science and Analytics最新文献

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DQMMBSC: design of an augmented deep Q-learning model for mining optimisation in IIoT via hybrid-bioinspired blockchain shards and contextual consensus DQMMBSC：通过混合生物启发区块链碎片和上下文共识，设计用于 IIoT 中采矿优化的增强型深度 Q-learning 模型
International Journal of Data Science and Analytics Pub Date : 2024-07-13 DOI: 10.1007/s41060-024-00600-2
M. Gedam, S. Karmore
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引用次数: 0
Anomaly analytics in data-driven machine learning applications 数据驱动的机器学习应用中的异常分析
International Journal of Data Science and Analytics Pub Date : 2024-07-12 DOI: 10.1007/s41060-024-00593-y
Shelernaz Azimi, Claus Pahl
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引用次数: 0
Temporal analysis of computational economics: a topic modeling approach 计算经济学的时间分析：主题建模方法
International Journal of Data Science and Analytics Pub Date : 2024-07-11 DOI: 10.1007/s41060-024-00596-9
Malvika Mishra, Santosh Kumar Vishwakarma, Lokesh Malviya, S. Anjana
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引用次数: 0
Data reduction in big data: a survey of methods, challenges and future directions 大数据中的数据缩减：方法、挑战和未来方向调查
International Journal of Data Science and Analytics Pub Date : 2024-07-10 DOI: 10.1007/s41060-024-00603-z
T. T. Khoei, Aditi Singh
{"title":"Data reduction in big data: a survey of methods, challenges and future directions","authors":"T. T. Khoei, Aditi Singh","doi":"10.1007/s41060-024-00603-z","DOIUrl":"https://doi.org/10.1007/s41060-024-00603-z","url":null,"abstract":"","PeriodicalId":510172,"journal":{"name":"International Journal of Data Science and Analytics","volume":"12 9","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141660882","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 Meta-learner approach to multistep-ahead time series prediction 多步时间序列预测的元学习器方法
International Journal of Data Science and Analytics Pub Date : 2024-07-09 DOI: 10.1007/s41060-024-00599-6
Fouad Bahrpeyma, V. M. Ngo, M. Roantree, A. Mccarren
{"title":"A Meta-learner approach to multistep-ahead time series prediction","authors":"Fouad Bahrpeyma, V. M. Ngo, M. Roantree, A. Mccarren","doi":"10.1007/s41060-024-00599-6","DOIUrl":"https://doi.org/10.1007/s41060-024-00599-6","url":null,"abstract":"","PeriodicalId":510172,"journal":{"name":"International Journal of Data Science and Analytics","volume":"106 17","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141666095","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 robust hubness-based algorithm for image data stream classification 基于集线器的图像数据流分类稳健算法
International Journal of Data Science and Analytics Pub Date : 2024-07-09 DOI: 10.1007/s41060-024-00605-x
Mateus C. de Lima, Elaine R. Faria, M. Barioni
{"title":"A robust hubness-based algorithm for image data stream classification","authors":"Mateus C. de Lima, Elaine R. Faria, M. Barioni","doi":"10.1007/s41060-024-00605-x","DOIUrl":"https://doi.org/10.1007/s41060-024-00605-x","url":null,"abstract":"","PeriodicalId":510172,"journal":{"name":"International Journal of Data Science and Analytics","volume":"61 22","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141663427","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
Video anomaly localization using modified faster RCNN with soft NMS algorithm 利用改进的快速 RCNN 和软 NMS 算法进行视频异常定位
International Journal of Data Science and Analytics Pub Date : 2024-07-08 DOI: 10.1007/s41060-024-00591-0
S. Anoopa, A. Salim, S. Nadera Beevi
{"title":"Video anomaly localization using modified faster RCNN with soft NMS algorithm","authors":"S. Anoopa, A. Salim, S. Nadera Beevi","doi":"10.1007/s41060-024-00591-0","DOIUrl":"https://doi.org/10.1007/s41060-024-00591-0","url":null,"abstract":"","PeriodicalId":510172,"journal":{"name":"International Journal of Data Science and Analytics","volume":" 426","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141669460","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
An efficient facial emotion recognition using convolutional neural network with local sorting binary pattern and whale optimization algorithm 使用具有局部排序二进制模式和鲸鱼优化算法的卷积神经网络进行高效面部情绪识别
International Journal of Data Science and Analytics Pub Date : 2024-07-08 DOI: 10.1007/s41060-024-00601-1
Fereshteh Aghabeigi, Sara Nazari, Nafiseh Osati Eraghi
{"title":"An efficient facial emotion recognition using convolutional neural network with local sorting binary pattern and whale optimization algorithm","authors":"Fereshteh Aghabeigi, Sara Nazari, Nafiseh Osati Eraghi","doi":"10.1007/s41060-024-00601-1","DOIUrl":"https://doi.org/10.1007/s41060-024-00601-1","url":null,"abstract":"","PeriodicalId":510172,"journal":{"name":"International Journal of Data Science and Analytics","volume":"11 1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141667944","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
Storage of weights and retrieval method (SWARM) approach for neural networks hybridized with conformal prediction to construct the prediction intervals for energy system applications 神经网络的权值存储和检索方法（SWARM）与保形预测相结合，为能源系统应用构建预测区间
International Journal of Data Science and Analytics Pub Date : 2024-07-05 DOI: 10.1007/s41060-024-00595-w
W. Ashraf, Vivek Dua
{"title":"Storage of weights and retrieval method (SWARM) approach for neural networks hybridized with conformal prediction to construct the prediction intervals for energy system applications","authors":"W. Ashraf, Vivek Dua","doi":"10.1007/s41060-024-00595-w","DOIUrl":"https://doi.org/10.1007/s41060-024-00595-w","url":null,"abstract":"","PeriodicalId":510172,"journal":{"name":"International Journal of Data Science and Analytics","volume":" 12","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-05","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141675726","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
Temporal analysis of topic modeling output by machine learning techniques 利用机器学习技术对主题建模输出进行时态分析
International Journal of Data Science and Analytics Pub Date : 2024-07-02 DOI: 10.1007/s41060-024-00583-0
F. Azizi, Hamed Vahdat-Nejad, H. Hajiabadi
{"title":"Temporal analysis of topic modeling output by machine learning techniques","authors":"F. Azizi, Hamed Vahdat-Nejad, H. Hajiabadi","doi":"10.1007/s41060-024-00583-0","DOIUrl":"https://doi.org/10.1007/s41060-024-00583-0","url":null,"abstract":"","PeriodicalId":510172,"journal":{"name":"International Journal of Data Science and Analytics","volume":"24 s1","pages":""},"PeriodicalIF":0.0,"publicationDate":"2024-07-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141687980","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
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