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Titlebook: Database Systems for Advanced Applications; 23rd International C Jian Pei,Yannis Manolopoulos,Jianxin Li Conference proceedings 2018 Spring

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發(fā)表于 2025-3-21 17:59:58 | 只看該作者 |倒序?yàn)g覽 |閱讀模式
書目名稱Database Systems for Advanced Applications
副標(biāo)題23rd International C
編輯Jian Pei,Yannis Manolopoulos,Jianxin Li
視頻videohttp://file.papertrans.cn/264/263405/263405.mp4
叢書名稱Lecture Notes in Computer Science
圖書封面Titlebook: Database Systems for Advanced Applications; 23rd International C Jian Pei,Yannis Manolopoulos,Jianxin Li Conference proceedings 2018 Spring
描述This two-volume set LNCS 10827 and LNCS 10828 constitutes the refereed?proceedings of the 23rd International Conference on Database Systems for?Advanced Applications, DASFAA 2018, held in Gold Coast, QLD, Australia, in May 2018..The 83 full papers, 21 short papers, 6 industry papers, and 8 demo papers?were carefully selected from a total of 360 submissions. The papers are?organized around the following topics:?network embedding;?recommendation; graph and network processing; social network analytics; sequence and temporal data processing; trajectory and streaming data; RDF and knowledge graphs; text and data mining; medical data mining; security and privacy; search and information retrieval; query processing and optimizations; data quality and crowdsourcing; learning models; multimedia data processing; and distributed computing.? ?.
出版日期Conference proceedings 2018
關(guān)鍵詞artificial intelligence; computational linguistics; computer networks; data mining; data security; image
版次1
doihttps://doi.org/10.1007/978-3-319-91458-9
isbn_softcover978-3-319-91457-2
isbn_ebook978-3-319-91458-9Series ISSN 0302-9743 Series E-ISSN 1611-3349
issn_series 0302-9743
copyrightSpringer International Publishing AG, part of Springer Nature 2018
The information of publication is updating

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0302-9743 ge graphs; text and data mining; medical data mining; security and privacy; search and information retrieval; query processing and optimizations; data quality and crowdsourcing; learning models; multimedia data processing; and distributed computing.? ?.978-3-319-91457-2978-3-319-91458-9Series ISSN 0302-9743 Series E-ISSN 1611-3349
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An Adaptive Eviction Framework for?Anti-caching Based In-Memory Databasesembed it into the adaptive eviction framework. The experimental results show that with adaptive eviction, anti-caching based database system can outperform the traditional prototype by 1.2x–1.8x and 1.7x–4.5x under TPC-C benchmark and YCSB benchmark, respectively.
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Publishing Graph Node Strength Histogram with Edge Differential Privacy paper, we investigate the problem of publishing the node strength histogram of a private graph under edge-DP. We propose two clustering approaches based on sequence-aware and local density to aggregate histogram. Our experimental study demonstrates that our approaches can greatly reduce the error of approximating the true node strength histogram.
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iExplore: Accelerating Exploratory Data Analysis by Predicting User Intentiong of user’s intention. Thus, the exploratory process can be accelerated by the intention-driven recommendation and prefetching mechanisms. Extensive experiments demonstrate that the intention-driven iExplore system can significantly lighten the burden of users and facilitate the exploratory process.
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