Data Management Technologies and Applications: 7th International Conference, DATA 2018, Porto, Portugal, July 26–28, 2018, Revised Selected Papers ... in Computer and Information Science )

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. -- Provided by publisher Front Matter ....Pages i-xi Constructing a Data Visualization Recommender System (Petra Kubernátová, Magda Friedjungová, Max van Duijn)....Pages 1-25 A Comprehensive Prediction Approach for Hardware Asset Management (Alexander Wurl, Andreas Falkner, Peter Filzmoser, Alois Haselböck, Alexandra Mazak, Simon Sperl)....Pages 26-49 Linear vs. Symbolic Regression for Adaptive Parameter Setting in Manufacturing Processes (Sonja Strasser, Jan Zenisek, Shailesh Tripathi, Lukas Schimpelsberger, Herbert Jodlbauer)....Pages 50-68 Graph Pattern Index for Neo4j Graph Databases (Jaroslav Pokorný, Michal Valenta, Martin Troup)....Pages 69-90 Architectural Considerations for a Data Access Marketplace Based upon API Management (Uwe Hohenstein, Sonja Zillner, Andreas Biesdorf)....Pages 91-115 FPGA vs. SIMD: Comparison for Main Memory-Based Fast Column Scan (Nusrat Jahan Lisa, Annett Ungethüm, Dirk Habich, Wolfgang Lehner, Nguyen Duy Anh Tuan, Akash Kumar)....Pages 116-140 Infectious Disease Prediction Modelling Using Synthetic Optimisation Approaches (Terence Fusco, Yaxin Bi, Haiying Wang, Fiona Browne)....Pages 141-159 Concept Recognition with Convolutional Neural Networks to Optimize Keyphrase Extraction (Andreas Waldis, Luca Mazzola, Michael Kaufmann)....Pages 160-188 Deep Neural Trading: Comparative Study with Feed Forward, Recurrent and Autoencoder Networks (Gianluca Moro, Roberto Pasolini, Giacomo Domeniconi, Vittorio Ghini)....Pages 189-209 Back Matter ....Pages 211-211 This book constitutes the thoroughly refereed proceedings of the 9th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K 2017, held in Funchal, Madeira, Portugal, in November 2017. The 19 full papers presented were carefully reviewed and selected from 157 submissions. The papers are organized in topical sections on knowledge discovery and information retrieval; knowledge engineering and ontology development; and knowledge management and information sharing. This book constitutes the thoroughly refereed proceedings of the 8th International Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management, IC3K 2017, held in Funchal, Madeira, Portugal, in November 2017. The 19 full papers presented were carefully reviewed and selected from 157 submissions. The papers are organized in topical sections on knowledge discovery and information retrieval; knowledge engineering and ontology development; and knowledge management and information sharing