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13th BDAS 2017: Ustron, Poland
- Stanislaw Kozielski, Dariusz Mrozek, Pawel Kasprowski, Bozena Malysiak-Mrozek, Daniel Kostrzewa:
Beyond Databases, Architectures and Structures. Towards Efficient Solutions for Data Analysis and Knowledge Representation - 13th International Conference, BDAS 2017, Ustroń, Poland, May 30 - June 2, 2017, Proceedings. Communications in Computer and Information Science 716, 2017, ISBN 978-3-319-58273-3
Big Data and Cloud Computing
- Pedro Martins, Maryam Abbasi
, José Cecílio
Integrating Map-Reduce and Stream-Processing for Efficiency (MRSP). 3-15 - Andrzej Szwabe
Tensor-Based Modeling of Temporal Features for Big Data CTR Estimation. 16-27 - Radoslav Hricov, Adam Senk, Petr Kroha, Michal Valenta:
Evaluation of XPath Queries Over XML Documents Using SparkSQL Framework. 28-41 - Dariusz Rafal Augustyn
Metrics-Based Auto Scaling Module for Amazon Web Services Cloud Platform. 42-52
Artificial Intelligence, Data Mining and Knowledge Discovery
- Martina Asenbrener Katic
Comparison of Two Versions of Formalization Method for Text Expressed Knowledge. 55-66 - Agnieszka Nowak-Brzezinska
Influence of Similarity Measures for Rules and Clusters on the Efficiency of Knowledge Mining in Rule-Based Knowledge Bases. 67-78 - Malgorzata Przybyla-Kasperek
Attribute Reduction in a Dispersed Decision-Making System with Negotiations. 79-88 - Daniel Kostrzewa
Adjusting Parameters of the Classifiers in Multiclass Classification. 89-101 - Mirela Danubianu
Data Mining - A Tool for Migration Stock Prediction. 102-114 - Piotr S. Maciag
A Survey on Data Mining Methods for Clustering Complex Spatiotemporal Data. 115-126
Architectures, Structures and Algorithms for Efficient Data Processing
- Marek Lewandowski, Jacek Lewandowski:
Multi-partition Distributed Transactions over Cassandra-Like Database with Tunable Contention Control. 129-140 - Ewa Pluciennik, Kamil Zgorzalek:
The Multi-model Databases - A Review. 141-152 - Konrad Fraczek, Malgorzata Plechawska-Wójcik
Comparative Analysis of Relational and Non-relational Databases in the Context of Performance in Web Applications. 153-164 - Iwona Szulc, Krzysztof Stencel, Piotr Wisniewski:
Using Genetic Algorithms to Optimize Redundant Data. 165-176 - William Thompson, Ramesh K. Karne, Alexander L. Wijesinha, Hojin Chang:
Interoperable SQLite for a Bare PC. 177-188 - Szymon Grabowski
FM-index for Dummies. 189-201 - Susmit Bagchi
Lattice Based Consistent Slicer and Topological Cut for Distributed Computation in Monotone Spaces. 202-211 - Lukasz Wycislik:
Storage Efficiency of LOB Structures for Free RDBMSs on Example of PostgreSQL and Oracle Platforms. 212-223 - Andrey Borodin, Sergey Mirvoda, Ilia Kulikov, Sergey Porshnev
Optimization of Memory Operations in Generalized Search Trees of PostgreSQL. 224-232
Text Mining, Natural Language Processing, Ontologies and Semantic Web
- Marek Kokot, Sebastian Deorowicz
Sorting Data on Ultra-Large Scale with RADULS - New Incarnation of Radix Sort. 235-245 - Aleksandra Karpus
Serendipitous Recommendations Through Ontology-Based Contextual Pre-filtering. 246-259 - Aleksander Waloszek, Wojciech Waloszek
Extending Expressiveness of Knowledge Description with Contextual Approach. 260-272 - Igor Postanogov
Ontology Reuse as a Means for Fast Prototyping of New Concepts. 273-287 - Irena Markievicz
Reading Comprehension of Natural Language Instructions by Robots. 288-301 - Daniel Krasnokucki, Grzegorz Kwiatkowski
A New Method of XML-Based Wordnets' Data Integration. 302-315 - Piotr Szwed
Authorship Attribution for Polish Texts Based on Part of Speech Tagging. 316-328 - Radoslaw Szmit:
Fast Plagiarism Detection in Large-Scale Data. 329-343 - Dominik Tomaszuk
RDF Validation: A Brief Survey. 344-355
Bioinformatics and Biological Data Analysis
- Sergii Babichev
Objective Clustering Inductive Technology of Gene Expression Sequences Features. 359-372 - Florian Heinke, Rico Beier, Tommy Bergmann, Heiko Mixtacki, Dirk Labudde:
Novel Computational Techniques for Thin-Layer Chromatography (TLC) Profiling and TLC Profile Similarity Scoring. 373-385 - Bozena Malysiak-Mrozek
Extending the Doctrine ORM Framework Towards Fuzzy Processing of Data - Exemplified by Ambulatory Data Analysis. 386-402 - Maksym Walczak, Izabela Burda, Jakub Nalepa, Michal Kawulok
Segmenting Lungs from Whole-Body CT Scans. 403-414 - Dane Brown
Improved Automatic Face Segmentation and Recognition for Applications with Limited Training Data. 415-426 - Karolina Nurzynska
Emotion Recognition: The Influence of Texture's Descriptors on Classification Accuracy. 427-438
Industrial Applications
- Jaroslaw Brodny
The Use of the TGŚP Module as a Database to Identify Breaks in the Work of Mining Machinery. 441-452 - Jaroslaw Brodny
A Data Warehouse as an Indispensable Tool to Determine the Effectiveness of the Use of the Longwall Shearer. 453-465 - Sebastian Iwaszenko
Computer Software Supporting Rock Stress State Assessment for Deep Coal Mines. 466-479 - Rafal Cupek
An Ontology Model for Communicating with an Autonomous Mobile Platform. 480-493
Data Mining Tools, Optimization and Compression
- Bartosz Zielinski
Relational Transition System in Maude. 497-511 - Tomasz Xieski
A Performance Study of Two Inference Algorithms for a Distributed Expert System Shell. 512-526 - Bartosz Czajkowski, Teresa Zawadzka
DUABI - Business Intelligence Architecture for Dual Perspective Analytics. 527-538 - Adam Mlynarski, Karolina Nurzynska
Comparative Analysis of JavaScript and Its Extensions for Web Application Optimization. 539-550 - Krzysztof Raczka, Edyta Kucharska
ALMM Solver - Database Structure and Data Access Layer Architecture. 551-563 - Roman Starosolski
Human Visual System Inspired Color Space Transform in Lossy JPEG 2000 and JPEG XR Compression. 564-575
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