Data Management Technologies and Applications - 7th International Conference, DATA 2018, Porto, Portugal, July 26-28, 2018, Revised Selected Papers

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.

Sommario

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.

Dettagli sul prodotto

• Con la collaborazione di: Jorge Bernardino (Editore), Christoph Quix (Editore)
• Editore: Springer, Berlin
• Lingue: Inglese
• Formato: Tascabile
• Pubblicazione: 20.07.2019
• EAN: 9783030266356
• ISBN: 978-3-0-3026635-6
• Pagine: 211
• Dimensioni: 154 mm x 17 mm x 236 mm
• Peso: 347 g
• Illustrazioni: XI, 211 p. 117 illus., 51 illus. in color.
• Serie: Communications in Computer and Information Science
• Categorie: Scienze naturali, medicina, informatica, tecnica > Informatica, EDP > Informatica; C, Künstliche Intelligenz, Data Mining, Artificial Intelligence, Data Warehousing, Informationsrückgewinnung, Information Retrieval, Wissensbasierte Systeme, Expertensysteme, computer science, Information Retrieval, Database Management, database programming, Application software, Data Mining and Knowledge Discovery, Expert systems / knowledge-based systems, Computer applications in the social & behavioural sciences, Information Storage and Retrieval, Computer Appl. in Social and Behavioral Sciences, Computer Application in Social and Behavioral Sciences