Beyond databases, architectures and structures : facing the challenges of data proliferation and growing variety : 14th International Conference, BDAS 2018, held at the 24th IFIP World Computer Congress, WCC 2018, Poznan, Poland, September 18-20, 2018, Pr

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Front Matter ....Pages I-XVIII Front Matter ....Pages 1-1 Exploring Spark-SQL-Based Entity Resolution Using the Persistence Capability (Xiao Chen, Roman Zoun, Eike Schallehn, Sravani Mantha, Kirity Rapuru, Gunter Saake)....Pages 3-17 The Use of Distributed Data Storage and Processing Systems in Bioinformatic Data Analysis (Michał Bochenek, Kamil Folkert, Roman Jaksik, Michał Krzesiak, Marcin Michalak, Marek Sikora et al.)....Pages 18-32 Efficient 3D Protein Structure Alignment on Large Hadoop Clusters in Microsoft Azure Cloud (Bożena Małysiak-Mrozek, Paweł Daniłowicz, Dariusz Mrozek)....Pages 33-46 EYE: Big Data System Supporting Preventive and Predictive Maintenance of Robotic Production Lines (Jarosław Kurpanik, Joanna Henzel, Marek Sikora, Łukasz Wróbel, Marek Drewniak)....Pages 47-60 Front Matter ....Pages 61-61 SINGLE vs. MapReduce vs. Relational: Predicting Query Execution Time (Maryam Abbasi, Pedro Martins, José Cecílio, João Costa, Pedro Furtado)....Pages 63-74 EvOLAP Graph – Evolution and OLAP-Aware Graph Data Model (Ewa Guminska, Teresa Zawadzka)....Pages 75-89 Entropy Aware Adaptive Compression for SQL Column Stores (K. T. Sridhar, Jimson Johnson)....Pages 90-104 SIMD Acceleration for Main-Memory Index Structures – A Survey (Marten Wallewein-Eising, David Broneske, Gunter Saake)....Pages 105-119 OpenMP as an Efficient Method to Parallelize Code with Dense Synchronization (Rafał Bocian, Dominika Pawłowska, Krzysztof Stencel, Piotr Wiśniewski)....Pages 120-127 Memory Management Strategies in CPU/GPU Database Systems: A Survey (Iya Arefyeva, David Broneske, Gabriel Campero, Marcus Pinnecke, Gunter Saake)....Pages 128-142 Formulation of Composite Discrete Measures for Estimating Uncertainties in Probabilistic Databases (Susmit Bagchi)....Pages 143-156 Impact of Storage Space Configuration on Transaction Processing Performance for Relational Database in PostgreSQL (Mateusz Smolinski)....Pages 157-167 Front Matter ....Pages 169-169 Optimization of Approximate Decision Rules Relative to Length (Beata Zielosko, Krzysztof Żabiński)....Pages 171-181 Covering Approach to Action Rule Learning (Paweł Matyszok, Marek Sikora, Łukasz Wróbel)....Pages 182-193 Genetic Selection of Training Sets for (Not Only) Artificial Neural Networks (Jakub Nalepa, Michal Myller, Szymon Piechaczek, Krzysztof Hrynczenko, Michal Kawulok)....Pages 194-206 Decision Trees as Interpretable Bank Credit Scoring Models (Andrzej Szwabe, Pawel Misiorek)....Pages 207-219 Comparison of Selected Fusion Methods from the Abstract and Rank Levels in a System Using Pawlak’s Approach to Coalition Formation (Małgorzata Przybyła-Kasperek)....Pages 220-232 The Classification of Music by the Genre Using the KNN Classifier (Daniel Kostrzewa, Robert Brzeski, Maciej Kubanski)....Pages 233-242 Front Matter ....Pages 243-243 An Interactive Knowledge Maintenance Algorithm for Recasting WordNet Synonym-Set Definitions into Lojbanic Primitives, then into Lojbanic English (Luke Immes, Haim Levkowitz)....Pages 245-255 Tensor-Based Ontology Data Processing for Semantic Service Matchmaking (Andrzej Szwabe, Paweł Misiorek, Michał Ciesielczyk, Jarosław Bąk)....Pages 256-270 Metadata Reconciliation for Improved Data Binding and Integration (Hiba Khalid, Esteban Zimanyi, Robert Wrembel)....Pages 271-282 Full-Text Search Extensions for JSON Documents: Design Goals and Implementations (Dušan Petkovic)....Pages 283-293 How Poor Is the “Poor Man’s Search Engine”? (Marta Burzańska, Piotr Wiśniewski)....Pages 294-305 Front Matter ....Pages 307-307 Computer Software for Selected Plant Species Segmentation on Airborne Images (Sebastian Iwaszenko, Marcin Kelm)....Pages 309-322 Automatic Segmentation of Corneal Endothelium Images with Convolutional Neural Network (Karolina Nurzynska)....Pages 323-333 A Practical Application of Skipped Steps DWT in JPEG 2000 Part 2-Compliant Compressor (Roman Starosolski)....Pages 334-348 Optimal Parameter Search for Colour Normalization Aiding Cell Nuclei Segmentation (Karolina Nurzynska)....Pages 349-360 B4MultiSR: A Benchmark for Multiple-Image Super-Resolution Reconstruction (Daniel Kostrzewa, Łukasz Skonieczny, Paweł Benecki, Michał Kawulok)....Pages 361-375 Deep Learning Features for Face Age Estimation: Better Than Human? (Krzysztof Kotowski, Katarzyna Stapor)....Pages 376-389 The Use of Minimal Geometries in Automated Building Generalization (Michał Lupa, Stanisław Szombara, Krystian Kozioł, Michał Chromiak)....Pages 390-403 Front Matter ....Pages 405-405 Mini-expert Platform for Pareto Multi-objective Optimization of Geophysical Problems (Adrian Bogacz, Tomasz Danek, Katarzyna Miernik)....Pages 407-420 A CANoe-Based Approach for Receiving XML Data over the Ethernet (Marek Drewniak, Marcin Fojcik, Damian Grzechca, Michal Kruk)....Pages 421-431 Expert System Supporting the Diagnosis of the Wind Farm Equipments (Dariusz Bernatowicz, Stanisław Duer, Paweł Wrzesień)....Pages 432-441 The Diagnostic System with an Artificial Neural Network for Identifying States in Multi-valued Logic of a Device Wind Power (Stanisław Duer, Dariusz Bernatowicz, Paweł Wrzesień, Radosław Duer)....Pages 442-454 Experimental Measurements of the Packet Burst Ratio Parameter (Dominik Samociuk, Andrzej Chydzinski, Marek Barczyk)....Pages 455-466 ALMM Solver - Idea of Algorithm Module (Edyta Kucharska, Krzysztof Ra̧czka)....Pages 467-479 Improved Data Analysis, a Step Towards Factory 4.0 - A Preliminary Study in a Car Assembly Plant (Mariusz Rodzen)....Pages 480-493 Biometric Identification Using Gaze and Mouse Dynamics During Game Playing (Paweł Kasprowski, Katarzyna Harezlak)....Pages 494-504 Back Matter ....Pages 505-506 This book constitutes the refereed proceedings of the 14th International Conference entitled Beyond Databases, Architectures and Structures, BDAS 2018, held in Poznań, Poland, in September 2018, during the IFIP World Computer Congress. It consists of 38 carefully reviewed papers selected from 102 submissions. The papers are organized in topical sections, namely big data and cloud computing; architectures, structures and algorithms for efficient data processing; artificial intelligence, data mining and knowledge discovery; text mining, natural language processing, ontologies and semantic web; image analysis and multimedia mining.