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Heterogeneous data management, polystores, and analytics for healthcare : VLDB 2018 workshops, Poly and DMAH, Rio de Janeiro, Brazil, August 31, 2018, revised selected papers

Author: Vijay Gadepally
Publisher: [Cham, Switzerland] : Springer, [2019]
Series: Lecture notes in computer science, 11470.; LNCS sublibrary., SL 3,, Information systems and applications, incl. Internet/Web, and HCI.
Edition/Format:   eBook : Document : Conference publication : EnglishView all editions and formats
Summary:
This book constitutes the refereed post-conference proceedings of International Workshops: Polystores and other Systems for Heterogeneous Data, Poly 2018, and Data Management and Analytics for Medicine and Healthcare, DMAH 2018, in Rio de Janeiro, Brazil, in August 2018, held in conjunction with the 44th International Conference on Very Large Data Bases, VLDB 2018. The 11 regular papers presented together with 2  Read more...
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Genre/Form: Electronic books
Conference papers and proceedings
Congresses
Additional Physical Format: Electronic reproduction of (manifestation):
Heterogeneous data management, polystores, and analytics for healthcare
(OCoLC)1091645848
Material Type: Conference publication, Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Vijay Gadepally
ISBN: 9783030141776 3030141772
OCLC Number: 1112316853
Notes: "ISSN 1611-3349 (electronic)"--Title page verso.
Description: 1 online resource (xii, 171 pages) : illustrations (black and white)
Contents: An Improved BigDAWG Architecture.- Multi-Model Database Management Systems --
a Look Forward.- Progressive Interactions Between Data Sources.- TDM: A Tensor Data Model for Logical Data Independence in Polystore Systems.- Sketching data structures for massive graph problems.- Managing Structurally Heterogeneous Databases in Software Product Lines.- PDSPTF: Polystore Database System for Scalability and Access to PTF Time-domain Astronomy Data Archives.- API Federation in the BigDAWG Polystore.- Augmented Therapy with Online Support Groups.- RHCS --
A Clinical Recommendation System for Geriatric Patients.- Implementation of a Medical Coding Support System by Combining Approaches: NLP and Machine Learning.- Building a Research-Quality Copy Number Variation Data Repository for Translational Research.- Data-Driven Genomic Computing: Making Sense of the Signals from the Genome.- DEAME --
Differential Expression Analysis Made Easy.
Series Title: Lecture notes in computer science, 11470.; LNCS sublibrary., SL 3,, Information systems and applications, incl. Internet/Web, and HCI.
Responsibility: Vijay Gadepally, Timothy Mattson, Michael Stonebraker, Fusheng Wang, Gang Luo, George Teodoro (eds.).

Abstract:

This book constitutes the refereed post-conference proceedings of International Workshops: Polystores and other Systems for Heterogeneous Data, Poly 2018, and Data Management and Analytics for Medicine and Healthcare, DMAH 2018, in Rio de Janeiro, Brazil, in August 2018, held in conjunction with the 44th International Conference on Very Large Data Bases, VLDB 2018. The 11 regular papers presented together with 2 invited papers and 1 abstract of a keynote talk were carefully reviewed and selected from 16 initial submissions. The Poly 2018 Workshop focus on growing a larger and more diverse research agenda around data system solutions for heterogeneous data. The DMAH 2018 Workshop aims to foster exchange of information and discussions on innovative data management and analytics technologies.

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