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Scalable Multi-grained Cross-modal Similarity Query with Interpretability 具有可解释性的可伸缩多粒度跨模态相似性查询
IF 4.2 2区 计算机科学
Data Science and Engineering Pub Date : 2021-05-31 DOI: 10.1007/s41019-021-00162-4
Mingdong Zhu, Derong Shen, Lixin Xu, Xianfang Wang
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引用次数: 4
Maximizing Influence Over Streaming Graphs with Query Sequence 最大限度地影响流图与查询序列
IF 4.2 2区 计算机科学
Data Science and Engineering Pub Date : 2021-05-29 DOI: 10.1007/s41019-021-00158-0
Yuying Zhao, Yunfei Hu, Pingpeng Yuan, Hai-rong Jin
{"title":"Maximizing Influence Over Streaming Graphs with Query Sequence","authors":"Yuying Zhao, Yunfei Hu, Pingpeng Yuan, Hai-rong Jin","doi":"10.1007/s41019-021-00158-0","DOIUrl":"https://doi.org/10.1007/s41019-021-00158-0","url":null,"abstract":"","PeriodicalId":52220,"journal":{"name":"Data Science and Engineering","volume":"2 1","pages":"339 - 357"},"PeriodicalIF":4.2,"publicationDate":"2021-05-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"74506636","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Achieving Approximate Global Optimization of Truth Inference for Crowdsourcing Microtasks 众包微任务真值推理的近似全局优化
IF 4.2 2区 计算机科学
Data Science and Engineering Pub Date : 2021-05-12 DOI: 10.1007/s41019-021-00164-2
Li-zhen Cui, Jing Chen, W. He, Hui Li, Wei Guo, Zhiyuan Su
{"title":"Achieving Approximate Global Optimization of Truth Inference for Crowdsourcing Microtasks","authors":"Li-zhen Cui, Jing Chen, W. He, Hui Li, Wei Guo, Zhiyuan Su","doi":"10.1007/s41019-021-00164-2","DOIUrl":"https://doi.org/10.1007/s41019-021-00164-2","url":null,"abstract":"","PeriodicalId":52220,"journal":{"name":"Data Science and Engineering","volume":"9 1","pages":"294 - 309"},"PeriodicalIF":4.2,"publicationDate":"2021-05-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"77310667","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
Deep Multiple Auto-Encoder-Based Multi-view Clustering 基于深度多自编码器的多视图聚类
IF 4.2 2区 计算机科学
Data Science and Engineering Pub Date : 2021-05-08 DOI: 10.1007/s41019-021-00159-z
Guowang Du, Lihua Zhou, Yudi Yang, Kevin Lü, Lizhen Wang
{"title":"Deep Multiple Auto-Encoder-Based Multi-view Clustering","authors":"Guowang Du, Lihua Zhou, Yudi Yang, Kevin Lü, Lizhen Wang","doi":"10.1007/s41019-021-00159-z","DOIUrl":"https://doi.org/10.1007/s41019-021-00159-z","url":null,"abstract":"","PeriodicalId":52220,"journal":{"name":"Data Science and Engineering","volume":"47 1","pages":"323 - 338"},"PeriodicalIF":4.2,"publicationDate":"2021-05-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"73857818","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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: 23
Graph Learning for Combinatorial Optimization: A Survey of State-of-the-Art 组合优化中的图学习:最新研究综述
IF 4.2 2区 计算机科学
Data Science and Engineering Pub Date : 2021-04-28 DOI: 10.1007/s41019-021-00155-3
Yun Peng, Byron Choi, Jianliang Xu
{"title":"Graph Learning for Combinatorial Optimization: A Survey of State-of-the-Art","authors":"Yun Peng, Byron Choi, Jianliang Xu","doi":"10.1007/s41019-021-00155-3","DOIUrl":"https://doi.org/10.1007/s41019-021-00155-3","url":null,"abstract":"","PeriodicalId":52220,"journal":{"name":"Data Science and Engineering","volume":"40 1","pages":"119 - 141"},"PeriodicalIF":4.2,"publicationDate":"2021-04-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76174405","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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: 43
A Workload-Adaptive Streaming Partitioner for Distributed Graph Stores 分布式图存储的工作负载自适应流分区
IF 4.2 2区 计算机科学
Data Science and Engineering Pub Date : 2021-04-15 DOI: 10.1007/s41019-021-00156-2
A. Davoudian, Liu Chen, Hongwei Tu, Mengchi Liu
{"title":"A Workload-Adaptive Streaming Partitioner for Distributed Graph Stores","authors":"A. Davoudian, Liu Chen, Hongwei Tu, Mengchi Liu","doi":"10.1007/s41019-021-00156-2","DOIUrl":"https://doi.org/10.1007/s41019-021-00156-2","url":null,"abstract":"","PeriodicalId":52220,"journal":{"name":"Data Science and Engineering","volume":"11 1","pages":"163 - 179"},"PeriodicalIF":4.2,"publicationDate":"2021-04-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"84288801","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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: 7
Keyword Search on Large Graphs: A Survey 大型图形的关键字搜索:综述
IF 4.2 2区 计算机科学
Data Science and Engineering Pub Date : 2021-03-31 DOI: 10.1007/s41019-021-00154-4
Jianye Yang, Wu Yao, Wenjie Zhang
{"title":"Keyword Search on Large Graphs: A Survey","authors":"Jianye Yang, Wu Yao, Wenjie Zhang","doi":"10.1007/s41019-021-00154-4","DOIUrl":"https://doi.org/10.1007/s41019-021-00154-4","url":null,"abstract":"","PeriodicalId":52220,"journal":{"name":"Data Science and Engineering","volume":"2 1","pages":"142 - 162"},"PeriodicalIF":4.2,"publicationDate":"2021-03-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87848322","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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: 20
Querying Optimal Routes for Group Meetup 查询分组聚会的最优路由
IF 4.2 2区 计算机科学
Data Science and Engineering Pub Date : 2021-03-15 DOI: 10.1007/s41019-021-00153-5
Bo Chen, Huaijie Zhu, Wei Liu, Jian Yin, Wang-Chien Lee, Jianliang Xu
{"title":"Querying Optimal Routes for Group Meetup","authors":"Bo Chen, Huaijie Zhu, Wei Liu, Jian Yin, Wang-Chien Lee, Jianliang Xu","doi":"10.1007/s41019-021-00153-5","DOIUrl":"https://doi.org/10.1007/s41019-021-00153-5","url":null,"abstract":"","PeriodicalId":52220,"journal":{"name":"Data Science and Engineering","volume":"105 1","pages":"180 - 191"},"PeriodicalIF":4.2,"publicationDate":"2021-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"75645763","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
A Survey of Traffic Prediction: from Spatio-Temporal Data to Intelligent Transportation 交通预测研究:从时空数据到智能交通
IF 4.2 2区 计算机科学
Data Science and Engineering Pub Date : 2021-01-23 DOI: 10.1007/s41019-020-00151-z
Haitao Yuan, Guoliang Li
{"title":"A Survey of Traffic Prediction: from Spatio-Temporal Data to Intelligent Transportation","authors":"Haitao Yuan, Guoliang Li","doi":"10.1007/s41019-020-00151-z","DOIUrl":"https://doi.org/10.1007/s41019-020-00151-z","url":null,"abstract":"","PeriodicalId":52220,"journal":{"name":"Data Science and Engineering","volume":"72 1","pages":"63 - 85"},"PeriodicalIF":4.2,"publicationDate":"2021-01-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76395104","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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: 18
OODIDA: On-Board/Off-Board Distributed Real-Time Data Analytics for Connected Vehicles OODIDA:车载/车载分布式实时数据分析
IF 4.2 2区 计算机科学
Data Science and Engineering Pub Date : 2021-01-22 DOI: 10.1007/s41019-021-00152-6
G. Ulm, Simon Smith, Adrian Nilsson, E. Gustavsson, M. Jirstrand
{"title":"OODIDA: On-Board/Off-Board Distributed Real-Time Data Analytics for Connected Vehicles","authors":"G. Ulm, Simon Smith, Adrian Nilsson, E. Gustavsson, M. Jirstrand","doi":"10.1007/s41019-021-00152-6","DOIUrl":"https://doi.org/10.1007/s41019-021-00152-6","url":null,"abstract":"","PeriodicalId":52220,"journal":{"name":"Data Science and Engineering","volume":"117 1-2 1","pages":"102 - 117"},"PeriodicalIF":4.2,"publicationDate":"2021-01-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"76276966","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"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
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