International Journal of Data Science and Analytics最新文献

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Surgicberta: a pre-trained language model for procedural surgical language 外科手术语言的预训练语言模型
IF 2.4
International Journal of Data Science and Analytics Pub Date : 2023-08-16 DOI: 10.1007/s41060-023-00433-5
Marco Bombieri, M. Rospocher, Simone Paolo Ponzetto, P. Fiorini
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引用次数: 0
Enhancing hate speech detection with user characteristics 利用用户特征增强仇恨语音检测
IF 2.4
International Journal of Data Science and Analytics Pub Date : 2023-08-16 DOI: 10.1007/s41060-023-00437-1
R. Raut, Francesca Spezzano
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引用次数: 0
Contrastive text summarization: a survey 对比文本摘要:一项调查
IF 2.4
International Journal of Data Science and Analytics Pub Date : 2023-08-09 DOI: 10.1007/s41060-023-00434-4
Thomas Ströhle, Ricardo Campos, A. Jatowt
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引用次数: 0
Building the classification model based on the genetic algorithm and the improved Bayesian method 建立了基于遗传算法和改进贝叶斯方法的分类模型
IF 2.4
International Journal of Data Science and Analytics Pub Date : 2023-08-07 DOI: 10.1007/s41060-023-00436-2
D. Pham-Toan, Tai Vo-Van
{"title":"Building the classification model based on the genetic algorithm and the improved Bayesian method","authors":"D. Pham-Toan, Tai Vo-Van","doi":"10.1007/s41060-023-00436-2","DOIUrl":"https://doi.org/10.1007/s41060-023-00436-2","url":null,"abstract":"","PeriodicalId":45667,"journal":{"name":"International Journal of Data Science and Analytics","volume":null,"pages":null},"PeriodicalIF":2.4,"publicationDate":"2023-08-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88632377","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
Density kernel depth for outlier detection in functional data 函数数据中离群点检测的密度核深度
IF 2.4
International Journal of Data Science and Analytics Pub Date : 2023-08-04 DOI: 10.1007/s41060-023-00420-w
Nicolás Hernández, A. Muñoz, Gabriel Martos
{"title":"Density kernel depth for outlier detection in functional data","authors":"Nicolás Hernández, A. Muñoz, Gabriel Martos","doi":"10.1007/s41060-023-00420-w","DOIUrl":"https://doi.org/10.1007/s41060-023-00420-w","url":null,"abstract":"","PeriodicalId":45667,"journal":{"name":"International Journal of Data Science and Analytics","volume":null,"pages":null},"PeriodicalIF":2.4,"publicationDate":"2023-08-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"83443269","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: 1
Improving recommendation diversity and serendipity with an ontology-based algorithm for cold start environments 改进冷启动环境下基于本体的推荐多样性和偶然性算法
IF 2.4
International Journal of Data Science and Analytics Pub Date : 2023-07-28 DOI: 10.1007/s41060-023-00418-4
Stanislav Kuznetsov, P. Kordík
{"title":"Improving recommendation diversity and serendipity with an ontology-based algorithm for cold start environments","authors":"Stanislav Kuznetsov, P. Kordík","doi":"10.1007/s41060-023-00418-4","DOIUrl":"https://doi.org/10.1007/s41060-023-00418-4","url":null,"abstract":"","PeriodicalId":45667,"journal":{"name":"International Journal of Data Science and Analytics","volume":null,"pages":null},"PeriodicalIF":2.4,"publicationDate":"2023-07-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88010816","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
Reproducible clustering with non-Euclidean distances: a simulation and case study 具有非欧几里得距离的可重复聚类:模拟和案例研究
IF 2.4
International Journal of Data Science and Analytics Pub Date : 2023-07-28 DOI: 10.1007/s41060-023-00429-1
Lauren L. Staples, J. Ring, Scott J. Fontana, Christina Stradwick, Joe DeMaio, Herman Ray, Yifan Zhang, Xinyan Zhang
{"title":"Reproducible clustering with non-Euclidean distances: a simulation and case study","authors":"Lauren L. Staples, J. Ring, Scott J. Fontana, Christina Stradwick, Joe DeMaio, Herman Ray, Yifan Zhang, Xinyan Zhang","doi":"10.1007/s41060-023-00429-1","DOIUrl":"https://doi.org/10.1007/s41060-023-00429-1","url":null,"abstract":"","PeriodicalId":45667,"journal":{"name":"International Journal of Data Science and Analytics","volume":null,"pages":null},"PeriodicalIF":2.4,"publicationDate":"2023-07-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73889646","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
Boosting for regression transfer via importance sampling 通过重要性抽样增强回归迁移
IF 2.4
International Journal of Data Science and Analytics Pub Date : 2023-07-21 DOI: 10.1007/s41060-023-00414-8
Shrey Gupta, Jianzhao Bi, Yang Liu, Avani Wildani
{"title":"Boosting for regression transfer via importance sampling","authors":"Shrey Gupta, Jianzhao Bi, Yang Liu, Avani Wildani","doi":"10.1007/s41060-023-00414-8","DOIUrl":"https://doi.org/10.1007/s41060-023-00414-8","url":null,"abstract":"","PeriodicalId":45667,"journal":{"name":"International Journal of Data Science and Analytics","volume":null,"pages":null},"PeriodicalIF":2.4,"publicationDate":"2023-07-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"78945132","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: 1
Graph-based feature extraction on object-centric event logs 基于图的以对象为中心的事件日志特征提取
IF 2.4
International Journal of Data Science and Analytics Pub Date : 2023-07-20 DOI: 10.1007/s41060-023-00428-2
A. Berti, Johannes Herforth, Mahnaz Sadat Qafari, W. V. D. van der Aalst
{"title":"Graph-based feature extraction on object-centric event logs","authors":"A. Berti, Johannes Herforth, Mahnaz Sadat Qafari, W. V. D. van der Aalst","doi":"10.1007/s41060-023-00428-2","DOIUrl":"https://doi.org/10.1007/s41060-023-00428-2","url":null,"abstract":"","PeriodicalId":45667,"journal":{"name":"International Journal of Data Science and Analytics","volume":null,"pages":null},"PeriodicalIF":2.4,"publicationDate":"2023-07-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"88988937","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
Fairness of linear regression in decision making 线性回归在决策中的公平性
IF 2.4
International Journal of Data Science and Analytics Pub Date : 2023-07-18 DOI: 10.1007/s41060-023-00423-7
Vincent Cohen-Addad, Surya Teja Gavva, C. Karthik, Claire Mathieu, Namrata
{"title":"Fairness of linear regression in decision making","authors":"Vincent Cohen-Addad, Surya Teja Gavva, C. Karthik, Claire Mathieu, Namrata","doi":"10.1007/s41060-023-00423-7","DOIUrl":"https://doi.org/10.1007/s41060-023-00423-7","url":null,"abstract":"","PeriodicalId":45667,"journal":{"name":"International Journal of Data Science and Analytics","volume":null,"pages":null},"PeriodicalIF":2.4,"publicationDate":"2023-07-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73378023","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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