Pub Date : 2022-05-06DOI: 10.1007/s41019-022-00186-4
Sai Wu, Ying Li, Haoqi Zhu, J. Zhao, Gang Chen
{"title":"Dynamic Index Construction with Deep Reinforcement Learning","authors":"Sai Wu, Ying Li, Haoqi Zhu, J. Zhao, Gang Chen","doi":"10.1007/s41019-022-00186-4","DOIUrl":"https://doi.org/10.1007/s41019-022-00186-4","url":null,"abstract":"","PeriodicalId":52220,"journal":{"name":"Data Science and Engineering","volume":null,"pages":null},"PeriodicalIF":4.2,"publicationDate":"2022-05-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90613125","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}
Pub Date : 2022-04-29DOI: 10.1007/s41019-022-00185-5
Durgesh Samariya, Jiangang Ma
{"title":"A New Dimensionality-Unbiased Score for Efficient and Effective Outlying Aspect Mining","authors":"Durgesh Samariya, Jiangang Ma","doi":"10.1007/s41019-022-00185-5","DOIUrl":"https://doi.org/10.1007/s41019-022-00185-5","url":null,"abstract":"","PeriodicalId":52220,"journal":{"name":"Data Science and Engineering","volume":null,"pages":null},"PeriodicalIF":4.2,"publicationDate":"2022-04-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81345270","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}
Pub Date : 2022-04-16DOI: 10.1007/s41019-022-00182-8
Peipei Yi, Jianping Li, Byron Choi, S. Bhowmick, Jianliang Xu
{"title":"FLAG: Towards Graph Query Autocompletion for Large Graphs","authors":"Peipei Yi, Jianping Li, Byron Choi, S. Bhowmick, Jianliang Xu","doi":"10.1007/s41019-022-00182-8","DOIUrl":"https://doi.org/10.1007/s41019-022-00182-8","url":null,"abstract":"","PeriodicalId":52220,"journal":{"name":"Data Science and Engineering","volume":null,"pages":null},"PeriodicalIF":4.2,"publicationDate":"2022-04-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"80020430","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}
Pub Date : 2022-04-15DOI: 10.1007/s41019-022-00184-6
Ji-zhou Luo, Song Xiao, Shouxu Jiang, Hong Gao, Yinuo Xiao
{"title":"ripple2vec: Node Embedding with Ripple Distance of Structures","authors":"Ji-zhou Luo, Song Xiao, Shouxu Jiang, Hong Gao, Yinuo Xiao","doi":"10.1007/s41019-022-00184-6","DOIUrl":"https://doi.org/10.1007/s41019-022-00184-6","url":null,"abstract":"","PeriodicalId":52220,"journal":{"name":"Data Science and Engineering","volume":null,"pages":null},"PeriodicalIF":4.2,"publicationDate":"2022-04-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72771079","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}
Pub Date : 2022-03-03DOI: 10.1007/s41019-022-00181-9
Muon Ha, Y. Shichkina
{"title":"Translating a Distributed Relational Database to a Document Database","authors":"Muon Ha, Y. Shichkina","doi":"10.1007/s41019-022-00181-9","DOIUrl":"https://doi.org/10.1007/s41019-022-00181-9","url":null,"abstract":"","PeriodicalId":52220,"journal":{"name":"Data Science and Engineering","volume":null,"pages":null},"PeriodicalIF":4.2,"publicationDate":"2022-03-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87520580","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}
Pub Date : 2022-02-08DOI: 10.1007/s41019-022-00176-6
Sarika R. Khope, Susan Elias
{"title":"Critical Correlation of Predictors for an Efficient Risk Prediction Framework of ICU Patient Using Correlation and Transformation of MIMIC-III Dataset","authors":"Sarika R. Khope, Susan Elias","doi":"10.1007/s41019-022-00176-6","DOIUrl":"https://doi.org/10.1007/s41019-022-00176-6","url":null,"abstract":"","PeriodicalId":52220,"journal":{"name":"Data Science and Engineering","volume":null,"pages":null},"PeriodicalIF":4.2,"publicationDate":"2022-02-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"72793087","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}
Pub Date : 2022-02-03DOI: 10.1007/s41019-022-00175-7
T. Sellis
{"title":"Editorial: Updates to the DSE Leadership and Editorial Board","authors":"T. Sellis","doi":"10.1007/s41019-022-00175-7","DOIUrl":"https://doi.org/10.1007/s41019-022-00175-7","url":null,"abstract":"","PeriodicalId":52220,"journal":{"name":"Data Science and Engineering","volume":null,"pages":null},"PeriodicalIF":4.2,"publicationDate":"2022-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"90920491","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}
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