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Heterogeneous Data Management, Polystores, and Analytics for Healthcare [electronic resource] : VLDB 2018 Workshops, Poly and DMAH, Rio de Janeiro, Brazil, August 31, 2018, Revised Selected Papers / edited by Vijay Gadepally, Timothy Mattson, Michael Stonebraker, Fusheng Wang, Gang Luo, George Teodoro.

Contributor(s): Gadepally, Vijay [editor.] | Mattson, Timothy [editor.] | Stonebraker, Michael [editor.] | Wang, Fusheng [editor.] | Luo, Gang [editor.] | Teodoro, George [editor.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Information Systems and Applications, incl. Internet/Web, and HCI: 11470Publisher: Cham : Springer International Publishing : Imprint: Springer, 2019Edition: 1st ed. 2019.Description: XII, 175 p. 181 illus., 37 illus. in color. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783030141776.Subject(s): Application software | Computer and Information Systems ApplicationsAdditional physical formats: Printed edition:: No title; Printed edition:: No titleDDC classification: 005.3 Online resources: Click here to access online
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.
In: Springer Nature eBookSummary: 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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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.

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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