語系:
繁體中文
English
說明(常見問題)
回圖書館首頁
手機版館藏查詢
登入
回首頁
切換:
標籤
|
MARC模式
|
ISBD
Heterogeneous data management, polys...
~
Poly (Workshop) ((2021 :)
FindBook
Google Book
Amazon
博客來
Heterogeneous data management, polystores, and analytics for healthcare = VLDB Workshops, Poly 2021 and DMAH 2021, virtual event, August 20, 2021 : revised selected papers /
紀錄類型:
書目-電子資源 : Monograph/item
正題名/作者:
Heterogeneous data management, polystores, and analytics for healthcare/ edited by El Kindi Rezig ... [et al.].
其他題名:
VLDB Workshops, Poly 2021 and DMAH 2021, virtual event, August 20, 2021 : revised selected papers /
其他題名:
Poly 2021
其他作者:
Rezig, El Kindi.
團體作者:
Poly (Workshop)
出版者:
Cham :Springer International Publishing : : 2021.,
面頁冊數:
xii, 183 p. :ill., digital ;24 cm.
內容註:
Privacy, Security and/or Policy Issues for Heterogenous Data -- Data Virtual Machines: Enabling Data Virtualization -- A Formal Category Theoretical Framework for Multi-Model Data Transformations -- Towards Generic Fine-Grained Transaction Isolation in Polystores -- Data Governance in a Database Operating System (DBOS) -- ACID-V: Towards a new class of DBMSs for Data Sharing -- Polystore Systems and DBMSs: Love Marriage or Marriage of Convenience? -- Pods: Privacy Compliant Scalable Decentralized Data Services -- Friends Don't Let Friends Deploy Black-Box Models: The Importance of Intelligibility and Explanation for Machine Learning in Healthcare -- Privacy-preserving Distributed Support Vector Machines -- Benchmarking Multi-Instance Learning for Multivariate Time Series Analysis -- A Cloud-Native NGS Data Processing and Annotation Platform -- Administrative Health Data Representation for Mortality and High Utilization Prediction -- Generating Longitudinal Synthetic EHR Data with Recurrent Autoencoders and Generative Adversarial Networks.
Contained By:
Springer Nature eBook
標題:
Database management - Congresses. -
電子資源:
https://doi.org/10.1007/978-3-030-93663-1
ISBN:
9783030936631
Heterogeneous data management, polystores, and analytics for healthcare = VLDB Workshops, Poly 2021 and DMAH 2021, virtual event, August 20, 2021 : revised selected papers /
Heterogeneous data management, polystores, and analytics for healthcare
VLDB Workshops, Poly 2021 and DMAH 2021, virtual event, August 20, 2021 : revised selected papers /[electronic resource] :Poly 2021edited by El Kindi Rezig ... [et al.]. - Cham :Springer International Publishing :2021. - xii, 183 p. :ill., digital ;24 cm. - Lecture notes in computer science,129210302-9743 ;. - Lecture notes in computer science ;12921..
Privacy, Security and/or Policy Issues for Heterogenous Data -- Data Virtual Machines: Enabling Data Virtualization -- A Formal Category Theoretical Framework for Multi-Model Data Transformations -- Towards Generic Fine-Grained Transaction Isolation in Polystores -- Data Governance in a Database Operating System (DBOS) -- ACID-V: Towards a new class of DBMSs for Data Sharing -- Polystore Systems and DBMSs: Love Marriage or Marriage of Convenience? -- Pods: Privacy Compliant Scalable Decentralized Data Services -- Friends Don't Let Friends Deploy Black-Box Models: The Importance of Intelligibility and Explanation for Machine Learning in Healthcare -- Privacy-preserving Distributed Support Vector Machines -- Benchmarking Multi-Instance Learning for Multivariate Time Series Analysis -- A Cloud-Native NGS Data Processing and Annotation Platform -- Administrative Health Data Representation for Mortality and High Utilization Prediction -- Generating Longitudinal Synthetic EHR Data with Recurrent Autoencoders and Generative Adversarial Networks.
This book constitutes revised selected papers from two VLDB workshops: The International Workshop on Polystore Systems for Heterogeneous Data in Multiple Databases with Privacy and Security Assurances, Poly 2021, and the 7th International Workshop on Data Management and Analytics for Medicine and Healthcare, DMAH 2021, which were held virtually on August 2021. For Poly 2021, 7 full and 2 short papers were accepted from 10 submissions; and for DMAH 2021, 4 full papers together with 2 invited papers were accepted from a total of 7 submissions. The papers were organized in topical sections as follows: distributed information systems in enterprises, enterprise access to data constructed from a variety of programming models, data management, data integration, data curation, privacy, and security innovative data management and analytics technologies highlighting end-to-end applications, systems, and methods to address problems in healthcare.
ISBN: 9783030936631
Standard No.: 10.1007/978-3-030-93663-1doiSubjects--Topical Terms:
551624
Database management
--Congresses.
LC Class. No.: QA76.9.D3 / P65 2021
Dewey Class. No.: 005.74
Heterogeneous data management, polystores, and analytics for healthcare = VLDB Workshops, Poly 2021 and DMAH 2021, virtual event, August 20, 2021 : revised selected papers /
LDR
:03277nmm a2200373 a 4500
001
2262016
003
DE-He213
005
20211218193133.0
006
m d
007
cr nn 008maaau
008
220616s2021 sz s 0 eng d
020
$a
9783030936631
$q
(electronic bk.)
020
$a
9783030936624
$q
(paper)
024
7
$a
10.1007/978-3-030-93663-1
$2
doi
035
$a
978-3-030-93663-1
040
$a
GP
$c
GP
041
0
$a
eng
050
4
$a
QA76.9.D3
$b
P65 2021
072
7
$a
UB
$2
bicssc
072
7
$a
COM018000
$2
bisacsh
072
7
$a
UB
$2
thema
082
0 4
$a
005.74
$2
23
090
$a
QA76.9.D3
$b
P781 2021
111
2
$a
Poly (Workshop)
$d
(2021 :
$c
Online)
$3
3537967
245
1 0
$a
Heterogeneous data management, polystores, and analytics for healthcare
$h
[electronic resource] :
$b
VLDB Workshops, Poly 2021 and DMAH 2021, virtual event, August 20, 2021 : revised selected papers /
$c
edited by El Kindi Rezig ... [et al.].
246
3
$a
Poly 2021
246
3
$a
DMAH 2021
260
$a
Cham :
$b
Springer International Publishing :
$b
Imprint: Springer,
$c
2021.
300
$a
xii, 183 p. :
$b
ill., digital ;
$c
24 cm.
490
1
$a
Lecture notes in computer science,
$x
0302-9743 ;
$v
12921
490
1
$a
Security and cryptology
505
0
$a
Privacy, Security and/or Policy Issues for Heterogenous Data -- Data Virtual Machines: Enabling Data Virtualization -- A Formal Category Theoretical Framework for Multi-Model Data Transformations -- Towards Generic Fine-Grained Transaction Isolation in Polystores -- Data Governance in a Database Operating System (DBOS) -- ACID-V: Towards a new class of DBMSs for Data Sharing -- Polystore Systems and DBMSs: Love Marriage or Marriage of Convenience? -- Pods: Privacy Compliant Scalable Decentralized Data Services -- Friends Don't Let Friends Deploy Black-Box Models: The Importance of Intelligibility and Explanation for Machine Learning in Healthcare -- Privacy-preserving Distributed Support Vector Machines -- Benchmarking Multi-Instance Learning for Multivariate Time Series Analysis -- A Cloud-Native NGS Data Processing and Annotation Platform -- Administrative Health Data Representation for Mortality and High Utilization Prediction -- Generating Longitudinal Synthetic EHR Data with Recurrent Autoencoders and Generative Adversarial Networks.
520
$a
This book constitutes revised selected papers from two VLDB workshops: The International Workshop on Polystore Systems for Heterogeneous Data in Multiple Databases with Privacy and Security Assurances, Poly 2021, and the 7th International Workshop on Data Management and Analytics for Medicine and Healthcare, DMAH 2021, which were held virtually on August 2021. For Poly 2021, 7 full and 2 short papers were accepted from 10 submissions; and for DMAH 2021, 4 full papers together with 2 invited papers were accepted from a total of 7 submissions. The papers were organized in topical sections as follows: distributed information systems in enterprises, enterprise access to data constructed from a variety of programming models, data management, data integration, data curation, privacy, and security innovative data management and analytics technologies highlighting end-to-end applications, systems, and methods to address problems in healthcare.
650
0
$a
Database management
$v
Congresses.
$3
551624
650
0
$a
Medical informatics
$v
Congresses.
$3
590642
650
0
$a
Federated database systems
$v
Congresses.
$3
3453484
650
1 4
$a
Computer Applications.
$3
891249
700
1
$a
Rezig, El Kindi.
$3
3537968
710
2
$a
SpringerLink (Online service)
$3
836513
711
2
$a
DMAH (Workshop)
$n
(7th :
$d
2021 :
$c
Online)
$3
3537970
711
2
$a
International Conference on Very Large Data Bases
$n
(47th :
$d
2021 :
$c
Online)
$3
3537971
773
0
$t
Springer Nature eBook
830
0
$a
Lecture notes in computer science ;
$v
12921.
$3
3537969
830
0
$a
Security and cryptology.
$3
3382517
856
4 0
$u
https://doi.org/10.1007/978-3-030-93663-1
950
$a
Computer Science (SpringerNature-11645)
筆 0 讀者評論
館藏地:
全部
電子資源
出版年:
卷號:
館藏
1 筆 • 頁數 1 •
1
條碼號
典藏地名稱
館藏流通類別
資料類型
索書號
使用類型
借閱狀態
預約狀態
備註欄
附件
W9414729
電子資源
11.線上閱覽_V
電子書
EB QA76.9.D3 P65 2021
一般使用(Normal)
在架
0
1 筆 • 頁數 1 •
1
多媒體
評論
新增評論
分享你的心得
Export
取書館
處理中
...
變更密碼
登入