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ORCID14th BDAS 2018: Poznan, Poland
- Stanislaw Kozielski, Dariusz Mrozek, Pawel Kasprowski, Bozena Malysiak-Mrozek, Daniel Kostrzewa:
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, Proceedings. Communications in Computer and Information Science 928, Springer 2018, ISBN 978-3-319-99986-9
Big Data and Cloud Computing
- Xiao Chen, Roman Zoun, Eike Schallehn, Sravani Mantha, Kirity Rapuru, Gunter Saake:
Exploring Spark-SQL-Based Entity Resolution Using the Persistence Capability. 3-17 - Michal Bochenek, Kamil Folkert, Roman Jaksik
, Michal Krzeslak, Marcin Michalak, Marek Sikora, Tomasz Steclik, Lukasz Wróbel:
The Use of Distributed Data Storage and Processing Systems in Bioinformatic Data Analysis. 18-32 - Bozena Malysiak-Mrozek, Pawel Danilowicz, Dariusz Mrozek:
Efficient 3D Protein Structure Alignment on Large Hadoop Clusters in Microsoft Azure Cloud. 33-46 - Jaroslaw Kurpanik, Joanna Henzel, Marek Sikora, Lukasz Wróbel, Marek Drewniak:
EYE: Big Data System Supporting Preventive and Predictive Maintenance of Robotic Production Lines. 47-60
Architectures, Structures and Algorithms for Efficient Data Processing
- Maryam Abbasi, Pedro Martins, José Cecílio, João Pedro Costa, Pedro Furtado:
SINGLE vs. MapReduce vs. Relational: Predicting Query Execution Time. 63-74 - Ewa Guminska, Teresa Zawadzka:
EvOLAP Graph - Evolution and OLAP-Aware Graph Data Model. 75-89 - K. T. Sridhar, Jimson Johnson:
Entropy Aware Adaptive Compression for SQL Column Stores. 90-104 - Marten Wallewein-Eising, David Broneske, Gunter Saake:
SIMD Acceleration for Main-Memory Index Structures - A Survey. 105-119 - Rafal Bocian, Dominika Pawlowska, Krzysztof Stencel, Piotr Wisniewski:
OpenMP as an Efficient Method to Parallelize Code with Dense Synchronization. 120-127 - Iya Arefyeva, David Broneske, Gabriel Campero Durand, Marcus Pinnecke, Gunter Saake:
Memory Management Strategies in CPU/GPU Database Systems: A Survey. 128-142 - Susmit Bagchi:
Formulation of Composite Discrete Measures for Estimating Uncertainties in Probabilistic Databases. 143-156 - Mateusz Smolinski:
Impact of Storage Space Configuration on Transaction Processing Performance for Relational Database in PostgreSQL. 157-167
Artificial Intelligence, Data Mining and Knowledge Discovery
- Beata Zielosko, Krzysztof Zabinski:
Optimization of Approximate Decision Rules Relative to Length. 171-181 - Pawel Matyszok, Marek Sikora, Lukasz Wróbel:
Covering Approach to Action Rule Learning. 182-193 - Jakub Nalepa, Michal Myller, Szymon Piechaczek, Krzysztof Hrynczenko, Michal Kawulok:
Genetic Selection of Training Sets for (Not Only) Artificial Neural Networks. 194-206 - Andrzej Szwabe, Pawel Misiorek:
Decision Trees as Interpretable Bank Credit Scoring Models. 207-219 - Malgorzata Przybyla-Kasperek:
Comparison of Selected Fusion Methods from the Abstract and Rank Levels in a System Using Pawlak's Approach to Coalition Formation. 220-232 - Daniel Kostrzewa, Robert Brzeski, Maciej Kubanski:
The Classification of Music by the Genre Using the KNN Classifier. 233-242
Text Mining, Natural Language Processing, Ontologies and Semantic Web
- Luke Immes, Haim Levkowitz:
An Interactive Knowledge Maintenance Algorithm for Recasting WordNet Synonym-Set Definitions into Lojbanic Primitives, then into Lojbanic English. 245-255 - Andrzej Szwabe, Pawel Misiorek, Michal Ciesielczyk, Jaroslaw Bak:
Tensor-Based Ontology Data Processing for Semantic Service Matchmaking. 256-270 - Hiba Khalid, Esteban Zimányi, Robert Wrembel:
Metadata Reconciliation for Improved Data Binding and Integration. 271-282 - Dusan Petkovic:
Full-Text Search Extensions for JSON Documents: Design Goals and Implementations. 283-293 - Marta Burzanska, Piotr Wisniewski:
How Poor Is the "Poor Man's Search Engine"? 294-305
Image Analysis and Multimedia Mining
- Sebastian Iwaszenko, Marcin Kelm:
Computer Software for Selected Plant Species Segmentation on Airborne Images. 309-322 - Karolina Nurzynska:
Automatic Segmentation of Corneal Endothelium Images with Convolutional Neural Network. 323-333 - Roman Starosolski:
A Practical Application of Skipped Steps DWT in JPEG 2000 Part 2-Compliant Compressor. 334-348 - Karolina Nurzynska:
Optimal Parameter Search for Colour Normalization Aiding Cell Nuclei Segmentation. 349-360 - Daniel Kostrzewa, Lukasz Skonieczny, Pawel Benecki, Michal Kawulok:
B4MultiSR: A Benchmark for Multiple-Image Super-Resolution Reconstruction. 361-375 - Krzysztof Kotowski, Katarzyna Stapor:
Deep Learning Features for Face Age Estimation: Better Than Human? 376-389 - Michal Lupa, Stanislaw Szombara, Krystian Koziol, Michal Chromiak:
The Use of Minimal Geometries in Automated Building Generalization. 390-403
Data Mining Applications
- Adrian Bogacz, Tomasz Danek, Katarzyna Miernik:
Mini-expert Platform for Pareto Multi-objective Optimization of Geophysical Problems. 407-420 - Marek Drewniak, Marcin Fojcik, Damian Grzechca, Michal Kruk:
A CANoe-Based Approach for Receiving XML Data over the Ethernet. 421-431 - Dariusz Bernatowicz, Stanislaw Duer, Pawel Wrzesien:
Expert System Supporting the Diagnosis of the Wind Farm Equipments. 432-441 - Stanislaw Duer, Dariusz Bernatowicz, Pawel Wrzesien, Radoslaw Duer:
The Diagnostic System with an Artificial Neural Network for Identifying States in Multi-valued Logic of a Device Wind Power. 442-454 - Dominik Samociuk, Andrzej Chydzinski, Marek Barczyk:
Experimental Measurements of the Packet Burst Ratio Parameter. 455-466 - Edyta Kucharska, Krzysztof Raczka:
ALMM Solver - Idea of Algorithm Module. 467-479 - Mariusz Rodzen:
Improved Data Analysis, a Step Towards Factory 4.0 - A Preliminary Study in a Car Assembly Plant. 480-493 - Pawel Kasprowski, Katarzyna Harezlak:
Biometric Identification Using Gaze and Mouse Dynamics During Game Playing. 494-504
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