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Jorge Bernardino, Christoph Quix
(Beteiligte)
Data Management Technologies and Applications
7th International Conference, DATA 2018, Porto, Portugal, July 26-28, 2018, Revised Selected Papers
Herausgegeben von Quix, Christoph; Bernardino, Jorge
1st ed. 2019. 2019. xi, 211 S. 66 SW-Abb., 51 Farbabb. 235 mm
Verlag/Jahr: SPRINGER, BERLIN; SPRINGER INTERNATIONAL PUBLISHING 2019
ISBN: 3-03-026635-4 (3030266354)
Neue ISBN: 978-3-03-026635-6 (9783030266356)
Preis und Lieferzeit: Bitte klicken
This book constitutes the thoroughly refereed proceedings of the 7th International Conference on Data Management Technologies and Applications, DATA 2018, held in Porto, Portugal, in July 2018. The 9 revised full papers were carefully reviewed and selected from 69 submissions. The papers deal with the following topics: databases, big data, data mining, data management, data security, and other aspects of information systems and technology involving advanced applications of data.
Constructing a Data Visualization Recommender System.- A Comprehensive Prediction Approach for Hardware Asset Management.- Linear vs. Symbolic Regression for Adaptive Parameter Setting in Manufacturing Process.- Graph Pattern Index for Neo4j Graph Databases.- Architectural Considerations for a Data Access Marketplace based Upon API Management.- FPGA vs. SIMD: Comparison for Main Memory-based Fast Column Scan.- Infectious Disease Prediction Modelling using Synthetic Optimization Approaches.- Concept Recognition with Convolutional Neural Networks to Optimize Keyphraze Extraction.- Deep Neural Trading: Comparative Study with Feed Forward, Recurrent and Autoencoder Networks.