Distributed and Parallel Databases最新文献

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A hybrid machine learning approach to identify coronary diseases using feature selection mechanism on heart disease dataset 基于特征选择机制的混合机器学习方法在心脏病数据集上识别冠心病
IF 1.2 4区 计算机科学
Distributed and Parallel Databases Pub Date : 2021-03-15 DOI: 10.1007/s10619-021-07329-y
Bhanu Prakash Doppala, D. Bhattacharyya, Midhun Chakkravarthy, Tai-hoon Kim
{"title":"A hybrid machine learning approach to identify coronary diseases using feature selection mechanism on heart disease dataset","authors":"Bhanu Prakash Doppala, D. Bhattacharyya, Midhun Chakkravarthy, Tai-hoon Kim","doi":"10.1007/s10619-021-07329-y","DOIUrl":"https://doi.org/10.1007/s10619-021-07329-y","url":null,"abstract":"","PeriodicalId":50568,"journal":{"name":"Distributed and Parallel Databases","volume":"41 1","pages":"1-20"},"PeriodicalIF":1.2,"publicationDate":"2021-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s10619-021-07329-y","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42700807","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: 10
An enhanced visual approach for accessing the clustering tendency of big data 一种访问大数据聚类趋势的增强可视化方法
IF 1.2 4区 计算机科学
Distributed and Parallel Databases Pub Date : 2021-03-15 DOI: 10.1007/s10619-021-07330-5
Veluru Chinnaiah, B. Yadav
{"title":"An enhanced visual approach for accessing the clustering tendency of big data","authors":"Veluru Chinnaiah, B. Yadav","doi":"10.1007/s10619-021-07330-5","DOIUrl":"https://doi.org/10.1007/s10619-021-07330-5","url":null,"abstract":"","PeriodicalId":50568,"journal":{"name":"Distributed and Parallel Databases","volume":"41 1","pages":"21-36"},"PeriodicalIF":1.2,"publicationDate":"2021-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s10619-021-07330-5","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47133102","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
Selective caching: a persistent memory approach for multi-dimensional index structures 选择性缓存:用于多维索引结构的持久内存方法
IF 1.2 4区 计算机科学
Distributed and Parallel Databases Pub Date : 2021-03-14 DOI: 10.1007/s10619-021-07327-0
M. Jibril, Philipp Götze, David Broneske, K. Sattler
{"title":"Selective caching: a persistent memory approach for multi-dimensional index structures","authors":"M. Jibril, Philipp Götze, David Broneske, K. Sattler","doi":"10.1007/s10619-021-07327-0","DOIUrl":"https://doi.org/10.1007/s10619-021-07327-0","url":null,"abstract":"","PeriodicalId":50568,"journal":{"name":"Distributed and Parallel Databases","volume":"40 1","pages":"47 - 66"},"PeriodicalIF":1.2,"publicationDate":"2021-03-14","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s10619-021-07327-0","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47953113","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
Parallel query processing in a polystore 多存储库中的并行查询处理
IF 1.2 4区 计算机科学
Distributed and Parallel Databases Pub Date : 2021-02-03 DOI: 10.1007/s10619-021-07322-5
Pavlos Kranas, B. Kolev, O. Levchenko, Esther Pacitti, P. Valduriez, R. Jiménez-Peris, M. Patiño-Martínez
{"title":"Parallel query processing in a polystore","authors":"Pavlos Kranas, B. Kolev, O. Levchenko, Esther Pacitti, P. Valduriez, R. Jiménez-Peris, M. Patiño-Martínez","doi":"10.1007/s10619-021-07322-5","DOIUrl":"https://doi.org/10.1007/s10619-021-07322-5","url":null,"abstract":"","PeriodicalId":50568,"journal":{"name":"Distributed and Parallel Databases","volume":"39 1","pages":"939 - 977"},"PeriodicalIF":1.2,"publicationDate":"2021-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s10619-021-07322-5","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44103879","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: 6
Semantic-based Big Data integration framework using scalable distributed ontology matching strategy 基于语义的大数据集成框架,采用可扩展的分布式本体匹配策略
IF 1.2 4区 计算机科学
Distributed and Parallel Databases Pub Date : 2021-01-29 DOI: 10.1007/s10619-021-07321-6
Imadeddine Mountasser, B. Ouhbi, Ferdaous Hdioud, B. Frikh
{"title":"Semantic-based Big Data integration framework using scalable distributed ontology matching strategy","authors":"Imadeddine Mountasser, B. Ouhbi, Ferdaous Hdioud, B. Frikh","doi":"10.1007/s10619-021-07321-6","DOIUrl":"https://doi.org/10.1007/s10619-021-07321-6","url":null,"abstract":"","PeriodicalId":50568,"journal":{"name":"Distributed and Parallel Databases","volume":"39 1","pages":"891 - 937"},"PeriodicalIF":1.2,"publicationDate":"2021-01-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s10619-021-07321-6","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44119382","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: 11
Sensitive attribute privacy preservation of trajectory data publishing based on l-diversity. 基于l-多样性的轨迹数据发布敏感属性隐私保护。
IF 1.2 4区 计算机科学
Distributed and Parallel Databases Pub Date : 2021-01-01 Epub Date: 2020-11-17 DOI: 10.1007/s10619-020-07318-7
Lin Yao, Zhenyu Chen, Haibo Hu, Guowei Wu, Bin Wu
{"title":"Sensitive attribute privacy preservation of trajectory data publishing based on l-diversity.","authors":"Lin Yao,&nbsp;Zhenyu Chen,&nbsp;Haibo Hu,&nbsp;Guowei Wu,&nbsp;Bin Wu","doi":"10.1007/s10619-020-07318-7","DOIUrl":"https://doi.org/10.1007/s10619-020-07318-7","url":null,"abstract":"<p><p>The widely application of positioning technology has made collecting the movement of people feasible for knowledge-based decision. Data in its original form often contain sensitive attributes and publishing such data will leak individuals' privacy. Especially, a privacy threat occurs when an attacker can link a record to a specific individual based on some known partial information. Therefore, maintaining privacy in the published data is a critical problem. To prevent record linkage, attribute linkage, and similarity attacks based on the background knowledge of trajectory data, we propose a data privacy preservation with enhanced <i>l</i>-diversity. First, we determine those critical spatial-temporal sequences which are more likely to cause privacy leakage. Then, we perturb these sequences by adding or deleting some spatial-temporal points while ensuring the published data satisfy our ( <math><mrow><mi>L</mi> <mo>,</mo> <mi>α</mi> <mo>,</mo> <mi>β</mi></mrow> </math> )-privacy, an enhanced privacy model from <i>l</i>-diversity. Our experiments on both synthetic and real-life datasets suggest that our proposed scheme can achieve better privacy while still ensuring high utility, compared with existing privacy preservation schemes on trajectory.</p>","PeriodicalId":50568,"journal":{"name":"Distributed and Parallel Databases","volume":"39 3","pages":"785-811"},"PeriodicalIF":1.2,"publicationDate":"2021-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s10619-020-07318-7","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"38736393","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: 9
A simplified variant of tabled asymmetric numeral systems with a smaller look-up table 具有较小查找表的表列非对称数字系统的简化变体
IF 1.2 4区 计算机科学
Distributed and Parallel Databases Pub Date : 2020-10-30 DOI: 10.1007/s10619-020-07316-9
Na Wang, Chao Wang, Sian-Jheng Lin
{"title":"A simplified variant of tabled asymmetric numeral systems with a smaller look-up table","authors":"Na Wang, Chao Wang, Sian-Jheng Lin","doi":"10.1007/s10619-020-07316-9","DOIUrl":"https://doi.org/10.1007/s10619-020-07316-9","url":null,"abstract":"","PeriodicalId":50568,"journal":{"name":"Distributed and Parallel Databases","volume":"39 1","pages":"711 - 732"},"PeriodicalIF":1.2,"publicationDate":"2020-10-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s10619-020-07316-9","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"44424997","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: 4
Stratified random sampling from streaming and stored data 从流数据和存储数据中分层随机抽样
IF 1.2 4区 计算机科学
Distributed and Parallel Databases Pub Date : 2020-10-23 DOI: 10.1007/s10619-020-07315-w
Trong Duc Nguyen, Ming-Hung Shih, D. Srivastava, S. Tirthapura, Bojian Xu
{"title":"Stratified random sampling from streaming and stored data","authors":"Trong Duc Nguyen, Ming-Hung Shih, D. Srivastava, S. Tirthapura, Bojian Xu","doi":"10.1007/s10619-020-07315-w","DOIUrl":"https://doi.org/10.1007/s10619-020-07315-w","url":null,"abstract":"","PeriodicalId":50568,"journal":{"name":"Distributed and Parallel Databases","volume":"39 1","pages":"665 - 710"},"PeriodicalIF":1.2,"publicationDate":"2020-10-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s10619-020-07315-w","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"47468698","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: 28
Introduction to the special issue on Self-managing and Hardware-Optimized Database Systems 2019 2019年自管理和硬件优化数据库系统特刊简介
IF 1.2 4区 计算机科学
Distributed and Parallel Databases Pub Date : 2020-09-27 DOI: 10.1007/s10619-020-07313-y
Shimin Chen, Panos K. Chrysanthis, Khuzaima S. Daudjee, M. Hsu, Mohammad Sadoghi
{"title":"Introduction to the special issue on Self-managing and Hardware-Optimized Database Systems 2019","authors":"Shimin Chen, Panos K. Chrysanthis, Khuzaima S. Daudjee, M. Hsu, Mohammad Sadoghi","doi":"10.1007/s10619-020-07313-y","DOIUrl":"https://doi.org/10.1007/s10619-020-07313-y","url":null,"abstract":"","PeriodicalId":50568,"journal":{"name":"Distributed and Parallel Databases","volume":"38 1","pages":"767 - 769"},"PeriodicalIF":1.2,"publicationDate":"2020-09-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s10619-020-07313-y","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"42757232","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
MISCELA: discovering simultaneous and time-delayed correlated attribute patterns MISCELA:发现同步的和延时的相关属性模式
IF 1.2 4区 计算机科学
Distributed and Parallel Databases Pub Date : 2020-09-25 DOI: 10.1007/s10619-020-07312-z
Kei Harada, Yuya Sasaki, Makoto Onizuka
{"title":"MISCELA: discovering simultaneous and time-delayed correlated attribute patterns","authors":"Kei Harada, Yuya Sasaki, Makoto Onizuka","doi":"10.1007/s10619-020-07312-z","DOIUrl":"https://doi.org/10.1007/s10619-020-07312-z","url":null,"abstract":"","PeriodicalId":50568,"journal":{"name":"Distributed and Parallel Databases","volume":"39 1","pages":"637 - 664"},"PeriodicalIF":1.2,"publicationDate":"2020-09-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://sci-hub-pdf.com/10.1007/s10619-020-07312-z","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"46564235","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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