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An Empirical Analysis of Just-in-Time Compilation in Modern Databases 现代数据库中的即时编译实证分析
Australasian Database Conference Pub Date : 2023-11-08 DOI: 10.1007/978-3-031-47843-7_16
Miao Ma, Zhengyi Yang, Kongzhang Hao, Liuyi Chen, Chunling Wang, Yi Jin
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引用次数: 0
Relational Expressions for Data Transformation and Computation 用于数据转换和计算的关系表达式
Australasian Database Conference Pub Date : 2023-09-20 DOI: 10.48550/arXiv.2309.11178
David Robert Pratten, Luke Mathieson
{"title":"Relational Expressions for Data Transformation and Computation","authors":"David Robert Pratten, Luke Mathieson","doi":"10.48550/arXiv.2309.11178","DOIUrl":"https://doi.org/10.48550/arXiv.2309.11178","url":null,"abstract":"Separate programming models for data transformation (declarative) and computation (procedural) impact programmer ergonomics, code reusability and database efficiency. To eliminate the necessity for two models or paradigms, we propose a small but high-leverage innovation: the introduction of complete relations into the relational database. Complete relations and the discipline of constraint programming, which concerns them, are founded on the same algebra as relational databases. We claim that by synthesising the relational database of Codd and Date, with the results of the constraint programming community, the relational model holistically offers programmers a single declarative paradigm for both data transformation and computation, reusable code with computations that are indifferent to what is input and what is output, and efficient applications with the query engine optimising and parallelising all levels of data transformation and computation.","PeriodicalId":186269,"journal":{"name":"Australasian Database Conference","volume":"171 1","pages":"241-255"},"PeriodicalIF":0.0,"publicationDate":"2023-09-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139338344","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
Modeling Daily Crime Events Prediction Using Seq2Seq Architecture 基于Seq2Seq架构的日常犯罪事件预测建模
Australasian Database Conference Pub Date : 2021-01-29 DOI: 10.1007/978-3-030-69377-0_16
J. Alghamdi, Zi Huang
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引用次数: 1
Entropy-Based Uncertainty Calibration for Generalized Zero-Shot Learning 基于熵的广义零次学习不确定性标定
Australasian Database Conference Pub Date : 2021-01-09 DOI: 10.1007/978-3-030-69377-0_12
Zhi Chen, Zi Huang, Jingjing Li, Zheng Zhang
{"title":"Entropy-Based Uncertainty Calibration for Generalized Zero-Shot Learning","authors":"Zhi Chen, Zi Huang, Jingjing Li, Zheng Zhang","doi":"10.1007/978-3-030-69377-0_12","DOIUrl":"https://doi.org/10.1007/978-3-030-69377-0_12","url":null,"abstract":"","PeriodicalId":186269,"journal":{"name":"Australasian Database Conference","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2021-01-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130029291","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: 6
Evaluating Random Walk-Based Network Embeddings for Web Service Applications 评估Web服务应用中基于随机行走的网络嵌入
Australasian Database Conference Pub Date : 2020-02-03 DOI: 10.1007/978-3-030-39469-1_16
Olayinka Adeleye, Jian Yu, J. Ruan, Quan Z. Sheng
{"title":"Evaluating Random Walk-Based Network Embeddings for Web Service Applications","authors":"Olayinka Adeleye, Jian Yu, J. Ruan, Quan Z. Sheng","doi":"10.1007/978-3-030-39469-1_16","DOIUrl":"https://doi.org/10.1007/978-3-030-39469-1_16","url":null,"abstract":"","PeriodicalId":186269,"journal":{"name":"Australasian Database Conference","volume":"4 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133694655","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: 3
Efficient kNN Search with Occupation in Large-Scale On-demand Ride-Hailing 大规模网约车中基于职业的高效kNN搜索
Australasian Database Conference Pub Date : 2020-02-03 DOI: 10.1007/978-3-030-39469-1_3
Mengqi Li, Dan He, Xiaofang Zhou
{"title":"Efficient kNN Search with Occupation in Large-Scale On-demand Ride-Hailing","authors":"Mengqi Li, Dan He, Xiaofang Zhou","doi":"10.1007/978-3-030-39469-1_3","DOIUrl":"https://doi.org/10.1007/978-3-030-39469-1_3","url":null,"abstract":"","PeriodicalId":186269,"journal":{"name":"Australasian Database Conference","volume":"38 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115355723","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: 3
Semi-supervised Cross-Modal Hashing with Graph Convolutional Networks 基于图卷积网络的半监督跨模态哈希
Australasian Database Conference Pub Date : 2020-02-03 DOI: 10.1007/978-3-030-39469-1_8
Jiasheng Duan, Yadan Luo, Ziwei Wang, Zi Huang
{"title":"Semi-supervised Cross-Modal Hashing with Graph Convolutional Networks","authors":"Jiasheng Duan, Yadan Luo, Ziwei Wang, Zi Huang","doi":"10.1007/978-3-030-39469-1_8","DOIUrl":"https://doi.org/10.1007/978-3-030-39469-1_8","url":null,"abstract":"","PeriodicalId":186269,"journal":{"name":"Australasian Database Conference","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129217405","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: 4
Early Detection of Diabetic Eye Disease from Fundus Images with Deep Learning 基于深度学习的眼底图像早期检测糖尿病性眼病
Australasian Database Conference Pub Date : 2020-02-03 DOI: 10.1007/978-3-030-39469-1_20
Rubina Sarki, K. Ahmed, Hua Wang, Sandra Michalska, Yanchun Zhang
{"title":"Early Detection of Diabetic Eye Disease from Fundus Images with Deep Learning","authors":"Rubina Sarki, K. Ahmed, Hua Wang, Sandra Michalska, Yanchun Zhang","doi":"10.1007/978-3-030-39469-1_20","DOIUrl":"https://doi.org/10.1007/978-3-030-39469-1_20","url":null,"abstract":"","PeriodicalId":186269,"journal":{"name":"Australasian Database Conference","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117166519","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
Data-Driven Hierarchical Neural Network Modeling for High-Pressure Feedwater Heater Group 高压给水加热器组数据驱动的层次神经网络建模
Australasian Database Conference Pub Date : 2020-02-03 DOI: 10.1007/978-3-030-39469-1_19
Jiao Yin, Mingshan You, Jinli Cao, Hua Wang, Mingjian Tang, Yong-Feng Ge
{"title":"Data-Driven Hierarchical Neural Network Modeling for High-Pressure Feedwater Heater Group","authors":"Jiao Yin, Mingshan You, Jinli Cao, Hua Wang, Mingjian Tang, Yong-Feng Ge","doi":"10.1007/978-3-030-39469-1_19","DOIUrl":"https://doi.org/10.1007/978-3-030-39469-1_19","url":null,"abstract":"","PeriodicalId":186269,"journal":{"name":"Australasian Database Conference","volume":"14 3","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132747837","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: 6
Effective and Efficient Community Search in Directed Graphs Across Heterogeneous Social Networks 异构社会网络中有向图的高效社区搜索
Australasian Database Conference Pub Date : 2020-02-03 DOI: 10.1007/978-3-030-39469-1_13
Zezhong Wang, Ye Yuan, Xiangmin Zhou, Hongchao Qin
{"title":"Effective and Efficient Community Search in Directed Graphs Across Heterogeneous Social Networks","authors":"Zezhong Wang, Ye Yuan, Xiangmin Zhou, Hongchao Qin","doi":"10.1007/978-3-030-39469-1_13","DOIUrl":"https://doi.org/10.1007/978-3-030-39469-1_13","url":null,"abstract":"","PeriodicalId":186269,"journal":{"name":"Australasian Database Conference","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130127896","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
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