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

Front Matter....Pages I-XVIII
Front Matter....Pages 1-1
Integrating Map-Reduce and Stream-Processing for Efficiency (MRSP)....Pages 3-15
Tensor-Based Modeling of Temporal Features for Big Data CTR Estimation....Pages 16-27
Evaluation of XPath Queries Over XML Documents Using SparkSQL Framework....Pages 28-41
Metrics-Based Auto Scaling Module for Amazon Web Services Cloud Platform....Pages 42-52
Front Matter....Pages 53-53
Comparison of Two Versions of Formalization Method for Text Expressed Knowledge....Pages 55-66
Influence of Similarity Measures for Rules and Clusters on the Efficiency of Knowledge Mining in Rule-Based Knowledge Bases....Pages 67-78
Attribute Reduction in a Dispersed Decision-Making System with Negotiations....Pages 79-88
Adjusting Parameters of the Classifiers in Multiclass Classification....Pages 89-101
Data Mining - A Tool for Migration Stock Prediction....Pages 102-114
A Survey on Data Mining Methods for Clustering Complex Spatiotemporal Data....Pages 115-126
Front Matter....Pages 127-127
Multi-partition Distributed Transactions over Cassandra-Like Database with Tunable Contention Control....Pages 129-140
The Multi-model Databases – A Review....Pages 141-152
Comparative Analysis of Relational and Non-relational Databases in the Context of Performance in Web Applications....Pages 153-164
Using Genetic Algorithms to Optimize Redundant Data....Pages 165-176
Interoperable SQLite for a Bare PC....Pages 177-188
FM-index for Dummies....Pages 189-201
Lattice Based Consistent Slicer and Topological Cut for Distributed Computation in Monotone Spaces....Pages 202-211
Storage Efficiency of LOB Structures for Free RDBMSs on Example of PostgreSQL and Oracle Platforms....Pages 212-223
Optimization of Memory Operations in Generalized Search Trees of PostgreSQL....Pages 224-232
Front Matter....Pages 233-233
Sorting Data on Ultra-Large Scale with RADULS....Pages 235-245
Front Matter....Pages 233-233
Serendipitous Recommendations Through Ontology-Based Contextual Pre-filtering....Pages 246-259
Extending Expressiveness of Knowledge Description with Contextual Approach....Pages 260-272
Ontology Reuse as a Means for Fast Prototyping of New Concepts....Pages 273-287
Reading Comprehension of Natural Language Instructions by Robots....Pages 288-301
A New Method of XML-Based Wordnets’ Data Integration....Pages 302-315
Authorship Attribution for Polish Texts Based on Part of Speech Tagging....Pages 316-328
Fast Plagiarism Detection in Large-Scale Data....Pages 329-343
RDF Validation: A Brief Survey....Pages 344-355
Front Matter....Pages 357-357
Objective Clustering Inductive Technology of Gene Expression Sequences Features....Pages 359-372
Novel Computational Techniques for Thin-Layer Chromatography (TLC) Profiling and TLC Profile Similarity Scoring....Pages 373-385
Extending the Doctrine ORM Framework Towards Fuzzy Processing of Data....Pages 386-402
Segmenting Lungs from Whole-Body CT Scans....Pages 403-414
Improved Automatic Face Segmentation and Recognition for Applications with Limited Training Data....Pages 415-426
Emotion Recognition: The Influence of Texture’s Descriptors on Classification Accuracy....Pages 427-438
Front Matter....Pages 439-439
The Use of the TGŚP Module as a Database to Identify Breaks in the Work of Mining Machinery....Pages 441-452
A Data Warehouse as an Indispensable Tool to Determine the Effectiveness of the Use of the Longwall Shearer....Pages 453-465
Computer Software Supporting Rock Stress State Assessment for Deep Coal Mines....Pages 466-479
An Ontology Model for Communicating with an Autonomous Mobile Platform....Pages 480-493
Front Matter....Pages 495-495
Relational Transition System in Maude....Pages 497-511
A Performance Study of Two Inference Algorithms for a Distributed Expert System Shell....Pages 512-526
Front Matter....Pages 495-495
DUABI - Business Intelligence Architecture for Dual Perspective Analytics....Pages 527-538
Comparative Analysis of JavaScript and Its Extensions for Web Application Optimization....Pages 539-550
ALMM Solver - Database Structure and Data Access Layer Architecture....Pages 551-563
Human Visual System Inspired Color Space Transform in Lossy JPEG 2000 and JPEG XR Compression....Pages 564-575
Back Matter....Pages 577-578