000 04679nam a22005895i 4500
001 978-3-030-93663-1
003 DE-He213
005 20240423125538.0
007 cr nn 008mamaa
008 211218s2021 sz | s |||| 0|eng d
020 _a9783030936631
_9978-3-030-93663-1
024 7 _a10.1007/978-3-030-93663-1
_2doi
050 4 _aQA76.76.A65
072 7 _aUB
_2bicssc
072 7 _aCOM005000
_2bisacsh
072 7 _aUX
_2thema
082 0 4 _a005.3
_223
245 1 0 _aHeterogeneous Data Management, Polystores, and Analytics for Healthcare
_h[electronic resource] :
_bVLDB Workshops, Poly 2021 and DMAH 2021, Virtual Event, August 20, 2021, Revised Selected Papers /
_cedited by El Kindi Rezig, Vijay Gadepally, Timothy Mattson, Michael Stonebraker, Tim Kraska, Fusheng Wang, Gang Luo, Jun Kong, Alevtina Dubovitskaya.
250 _a1st ed. 2021.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2021.
300 _aXII, 183 p. 10 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aSecurity and Cryptology,
_x2946-1863 ;
_v12921
505 0 _aPrivacy, 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 _aThis 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 _aApplication software.
650 1 4 _aComputer and Information Systems Applications.
700 1 _aRezig, El Kindi.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aGadepally, Vijay.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aMattson, Timothy.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aStonebraker, Michael.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aKraska, Tim.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aWang, Fusheng.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aLuo, Gang.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aKong, Jun.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
700 1 _aDubovitskaya, Alevtina.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783030936624
776 0 8 _iPrinted edition:
_z9783030936648
830 0 _aSecurity and Cryptology,
_x2946-1863 ;
_v12921
856 4 0 _uhttps://doi.org/10.1007/978-3-030-93663-1
912 _aZDB-2-SCS
912 _aZDB-2-SXCS
912 _aZDB-2-LNC
942 _cSPRINGER
999 _c179123
_d179123