International Journal of Data Science and Analytics最新文献

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Leveraging the Christoffel function for outlier detection in data streams 利用 Christoffel 函数检测数据流中的离群值
IF 2.4
International Journal of Data Science and Analytics Pub Date : 2024-06-13 DOI: 10.1007/s41060-024-00581-2
Kévin Ducharlet, Louise Travé-Massuyès, Jean B. Lasserre, Marie-Véronique Le Lann, Youssef Miloudi
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引用次数: 0
A case study on phishing detection with a machine learning net 利用机器学习网检测网络钓鱼的案例研究
IF 2.4
International Journal of Data Science and Analytics Pub Date : 2024-06-12 DOI: 10.1007/s41060-024-00579-w
Ana Bezerra, Ivo Pereira, M. Â. Rebelo, Duarte Coelho, Daniel Alves de Oliveira, Joaquim F. Pinto Costa, Ricardo P. M. Cruz
{"title":"A case study on phishing detection with a machine learning net","authors":"Ana Bezerra, Ivo Pereira, M. Â. Rebelo, Duarte Coelho, Daniel Alves de Oliveira, Joaquim F. Pinto Costa, Ricardo P. M. Cruz","doi":"10.1007/s41060-024-00579-w","DOIUrl":"https://doi.org/10.1007/s41060-024-00579-w","url":null,"abstract":"","PeriodicalId":45667,"journal":{"name":"International Journal of Data Science and Analytics","volume":null,"pages":null},"PeriodicalIF":2.4,"publicationDate":"2024-06-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141354357","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
Deep learning-based approach for COVID-19 spread prediction 基于深度学习的 COVID-19 传播预测方法
IF 2.4
International Journal of Data Science and Analytics Pub Date : 2024-06-10 DOI: 10.1007/s41060-024-00558-1
S. Cumbane, Gyözö Gidófalvi
{"title":"Deep learning-based approach for COVID-19 spread prediction","authors":"S. Cumbane, Gyözö Gidófalvi","doi":"10.1007/s41060-024-00558-1","DOIUrl":"https://doi.org/10.1007/s41060-024-00558-1","url":null,"abstract":"","PeriodicalId":45667,"journal":{"name":"International Journal of Data Science and Analytics","volume":null,"pages":null},"PeriodicalIF":2.4,"publicationDate":"2024-06-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141362439","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
Toward regret-free slot allocation in billboard advertisement 在广告牌广告中实现无悔插槽分配
IF 2.4
International Journal of Data Science and Analytics Pub Date : 2024-06-10 DOI: 10.1007/s41060-024-00566-1
Dildar Ali, Suman Banerjee, Yamuna Prasad
{"title":"Toward regret-free slot allocation in billboard advertisement","authors":"Dildar Ali, Suman Banerjee, Yamuna Prasad","doi":"10.1007/s41060-024-00566-1","DOIUrl":"https://doi.org/10.1007/s41060-024-00566-1","url":null,"abstract":"","PeriodicalId":45667,"journal":{"name":"International Journal of Data Science and Analytics","volume":null,"pages":null},"PeriodicalIF":2.4,"publicationDate":"2024-06-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141365769","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
Transferable aircraft trajectory prediction with generative deep imitation learning 利用生成式深度模仿学习进行可转移的飞机轨迹预测
IF 2.4
International Journal of Data Science and Analytics Pub Date : 2024-06-10 DOI: 10.1007/s41060-024-00574-1
T. Kravaris, G. Vouros
{"title":"Transferable aircraft trajectory prediction with generative deep imitation learning","authors":"T. Kravaris, G. Vouros","doi":"10.1007/s41060-024-00574-1","DOIUrl":"https://doi.org/10.1007/s41060-024-00574-1","url":null,"abstract":"","PeriodicalId":45667,"journal":{"name":"International Journal of Data Science and Analytics","volume":null,"pages":null},"PeriodicalIF":2.4,"publicationDate":"2024-06-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141364767","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
Investigation of graph-based clustering approaches along with graph neural networks for modeling armed conflict in Bangladesh 基于图的聚类方法和图神经网络对孟加拉国武装冲突建模的研究
IF 2.4
International Journal of Data Science and Analytics Pub Date : 2024-06-09 DOI: 10.1007/s41060-024-00572-3
Sondip Poul Singha, M. M. Hossain, Md. Ashiqur Rahman, N. Sharmin
{"title":"Investigation of graph-based clustering approaches along with graph neural networks for modeling armed conflict in Bangladesh","authors":"Sondip Poul Singha, M. M. Hossain, Md. Ashiqur Rahman, N. Sharmin","doi":"10.1007/s41060-024-00572-3","DOIUrl":"https://doi.org/10.1007/s41060-024-00572-3","url":null,"abstract":"","PeriodicalId":45667,"journal":{"name":"International Journal of Data Science and Analytics","volume":null,"pages":null},"PeriodicalIF":2.4,"publicationDate":"2024-06-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141367571","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
Change-centric building damage assessment across multiple disasters using deep learning 利用深度学习对多种灾害中以变化为中心的建筑物损坏情况进行评估
IF 2.4
International Journal of Data Science and Analytics Pub Date : 2024-06-07 DOI: 10.1007/s41060-024-00577-y
Amina Asif, Hamza Rafique, Khurram Jadoon, Muhammad Zakwan, Muhammad Habib Mahmood
{"title":"Change-centric building damage assessment across multiple disasters using deep learning","authors":"Amina Asif, Hamza Rafique, Khurram Jadoon, Muhammad Zakwan, Muhammad Habib Mahmood","doi":"10.1007/s41060-024-00577-y","DOIUrl":"https://doi.org/10.1007/s41060-024-00577-y","url":null,"abstract":"","PeriodicalId":45667,"journal":{"name":"International Journal of Data Science and Analytics","volume":null,"pages":null},"PeriodicalIF":2.4,"publicationDate":"2024-06-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141370687","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 novel adaptation of Naive Bayes methods for improving semiconductor fab yield 对 Naive Bayes 方法进行新的调整,以提高半导体工厂的产量
IF 2.4
International Journal of Data Science and Analytics Pub Date : 2024-06-06 DOI: 10.1007/s41060-024-00560-7
Kevin D. Dayaratna, Michael C. McFarlane
{"title":"A novel adaptation of Naive Bayes methods for improving semiconductor fab yield","authors":"Kevin D. Dayaratna, Michael C. McFarlane","doi":"10.1007/s41060-024-00560-7","DOIUrl":"https://doi.org/10.1007/s41060-024-00560-7","url":null,"abstract":"","PeriodicalId":45667,"journal":{"name":"International Journal of Data Science and Analytics","volume":null,"pages":null},"PeriodicalIF":2.4,"publicationDate":"2024-06-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141376610","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
Fusion of single-domain contrastive embedding and cross-domain graph collaborative filtering network for recommendation systems 融合单域对比嵌入和跨域图协同过滤网络的推荐系统
IF 2.4
International Journal of Data Science and Analytics Pub Date : 2024-05-24 DOI: 10.1007/s41060-024-00557-2
Zhenzhen Huang, Dongqing Zhu, Shuo Xiao
{"title":"Fusion of single-domain contrastive embedding and cross-domain graph collaborative filtering network for recommendation systems","authors":"Zhenzhen Huang, Dongqing Zhu, Shuo Xiao","doi":"10.1007/s41060-024-00557-2","DOIUrl":"https://doi.org/10.1007/s41060-024-00557-2","url":null,"abstract":"","PeriodicalId":45667,"journal":{"name":"International Journal of Data Science and Analytics","volume":null,"pages":null},"PeriodicalIF":2.4,"publicationDate":"2024-05-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141101966","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
Quantile-based dynamic modeling of asymmetric data: a novel Burr XII approach for positive continuous random variables 基于不对称数据的量子动态建模:针对正连续随机变量的新型 Burr XII 方法
IF 2.4
International Journal of Data Science and Analytics Pub Date : 2024-05-24 DOI: 10.1007/s41060-024-00533-w
Fernando José Monteiro de Araújo, Renata Rojas Guerra, Fernando A. Peña-Ramírez
{"title":"Quantile-based dynamic modeling of asymmetric data: a novel Burr XII approach for positive continuous random variables","authors":"Fernando José Monteiro de Araújo, Renata Rojas Guerra, Fernando A. Peña-Ramírez","doi":"10.1007/s41060-024-00533-w","DOIUrl":"https://doi.org/10.1007/s41060-024-00533-w","url":null,"abstract":"","PeriodicalId":45667,"journal":{"name":"International Journal of Data Science and Analytics","volume":null,"pages":null},"PeriodicalIF":2.4,"publicationDate":"2024-05-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141102680","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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