Beyond Databases, Architectures and Structures. Paving the Road to Smart Data Processing and Analysis: 15th International Conference, BDAS 2019, Ustroń, Poland, May 28–31, 2019, Proceedings

Description

This book constitutes the refereed proceedings of the 15th International Conference entitled Beyond Databases, Architectures and Structures, BDAS 2019, held in Ustroń, Poland, in May 2019. It consists of 26 carefully reviewed papers selected from 69 submissions. The papers are organized in topical sections, namely big data and cloud computing; architectures, structures and algorithms for efficient data processing and analysis; artificial intelligence, data mining and knowledge discovery; image analysis and multimedia mining; bioinformatics and biomedical data analysis; industrial applications; networks and security. Front Matter ....Pages i-xvii Front Matter ....Pages 1-1 Nova: Diffused Database Processing Using Clouds of Components [Vision Paper] (Shahram Ghandeharizadeh, Haoyu Huang, Hieu Nguyen)....Pages 3-14 Big Data in Power Generation (Marek Moleda, Dariusz Mrozek)....Pages 15-29 Using GPU to Accelerate Correlation on Seismic Signal (Dominika Pawłowska, Piotr Wiśniewski)....Pages 30-39 Detection of Dangers in Human Health with IoT Devices in the Cloud and on the Edge (Mateusz Gołosz, Dariusz Mrozek)....Pages 40-53 Front Matter ....Pages 55-55 Serialization for Property Graphs (Dominik Tomaszuk, Renzo Angles, Łukasz Szeremeta, Karol Litman, Diego Cisterna)....Pages 57-69 Evaluation of Key-Value Stores for Distributed Locking Purposes (Piotr Grzesik, Dariusz Mrozek)....Pages 70-81 On Repairing Referential Integrity Constraints in Relational Databases (Raji Ghawi)....Pages 82-96 Interactive Decomposition of Relational Database Schemes Using Recommendations (Raji Ghawi)....Pages 97-108 Front Matter ....Pages 109-109 Comparison Study on Convolution Neural Networks (CNNs) vs. Human Visual System (HVS) (Manuel Caldeira, Pedro Martins, José Cecílio, Pedro Furtado)....Pages 111-125 Multi-criteria Decision Analysis in the Railway Risk Management Process (Jacek Bagiński, Barbara Flisiuk, Wojciech Górka, Dariusz Rogowski, Tomasz Stęclik)....Pages 126-138 NFL – Free Library for Fuzzy and Neuro-Fuzzy Systems (Krzysztof Siminski)....Pages 139-150 Detection of Common English Grammar Usage Errors (Luke Immes, Haim Levkowitz)....Pages 151-167 Link Prediction Based on Time Series of Similarity Coefficients and Structural Function (Piotr Stąpor, Ryszard Antkiewicz, Mariusz Chmielewski)....Pages 168-179 The Analysis of Relations Between Users on Social Networks Based on the Polish Political Tweets (Adam Pelikant)....Pages 180-191 Front Matter ....Pages 193-193 Poincaré Metric in Algorithms for Data Mining Tools (Alenka Trpin, Biljana Mileva Boshkoska, Pavle Boškoski)....Pages 195-203 Super-Resolution Reconstruction Using Deep Learning: Should We Go Deeper? (Daniel Kostrzewa, Szymon Piechaczek, Krzysztof Hrynczenko, Paweł Benecki, Jakub Nalepa, Michal Kawulok)....Pages 204-216 Application of Fixed Skipped Steps Discrete Wavelet Transform in JP3D Lossless Compression of Volumetric Medical Images (Roman Starosolski)....Pages 217-230 Front Matter ....Pages 231-231 A Novel Approach for Fast Protein Structure Comparison and Heuristic Structure Database Searching Based on Residue EigenRank Scores (Florian Heinke, Lars Hempel, Dirk Labudde)....Pages 233-247 The Role of Feature Selection in Text Mining in the Process of Discovering Missing Clinical Annotations – Case Study (Aleksander Płaczek, Alicja Płuciennik, Mirosław Pach, Michał Jarząb, Dariusz Mrozek)....Pages 248-262 Fuzzy Join as a Preparation Step for the Analysis of Training Data (Anna Wachowicz, Dariusz Mrozek)....Pages 263-273 Front Matter ....Pages 275-275 On the Interdependence of Technical Indicators and Trading Rules Based on FOREX EUR/USD Quotations (Bartłomiej Kotyra, Andrzej Krajka)....Pages 277-290 The Comparison of Processing Efficiency of Spatial Data for PostGIS and MongoDB Databases (Dominik Bartoszewski, Adam Piorkowski, Michal Lupa)....Pages 291-302 Fuzzy Modelling of the Methane Hazard Rate (Dariusz Felka, Marcin Małachowski, Łukasz Wróbel, Jarosław Brodny)....Pages 303-315 Front Matter ....Pages 317-317 Application of Audio over Ethernet Transmission Protocol for Synchronization of Seismic Phenomena Measurement Data in order to Increase Phenomena Localization Accuracy and Enable Programmable Noise Cancellation (Krzysztof Oset, Dariusz Babecki, Sławomir Chmielarz, Barbara Flisiuk, Wojciech Korski)....Pages 319-340 A Novel SQLite-Based Bare PC Email Server (Hamdan Alabsi, Ramesh Karne, Alex Wijesinha, Rasha Almajed, Bharat Rawal, Faris Almansour)....Pages 341-353 Building Security Evaluation Lab - Requirements Analysis (Dariusz Rogowski, Rafał Kurianowicz, Jacek Bagiński, Roman Pietrzak, Barbara Flisiuk)....Pages 354-365 Back Matter ....Pages 367-367