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, ProceedingsStanisław Kozielski, Dariusz Mrozek, Paweł Kasprowski, Bożena Małysiak-Mrozek, Daniel Kostrzewa Springer, 2017-05-16 - 578 psl. This book constitutes the refereed proceedings of the 13th International Conference entitled Beyond Databases, Architectures and Structures, BDAS 2017, held in Ustroń, Poland, in May/June 2017. It consists of 44 carefully reviewed papers selected from 118 submissions. The papers are organized in topical sections, namely big data and cloud computing; artificial intelligence, data mining and knowledge discovery; architectures, structures and algorithms for efficient data processing; text mining, natural language processing, ontologies and semantic web; bioinformatics and biological data analysis; industrial applications; data mining tools, optimization and compression. |
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Turinys
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| 16 | |
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MetricsBased Auto Scaling Module for Amazon Web Services Cloud Platform | 42 |
Artificial Intelligence Data Mining and Knowledge Discovery | 53 |
Comparison of Two Versions of Formalization Method for Text Expressed Knowledge | 54 |
Influence of Similarity Measures for Rules and Clusters on the Efficiency of Knowledge Mining in RuleBased Knowledge Bases | 67 |
Attribute Reduction in a Dispersed DecisionMaking System with Negotiations | 79 |
Reading Comprehension of Natural Language Instructions by Robots | 288 |
A New Method of XMLBased Wordnets Data Integration | 302 |
Authorship Attribution for Polish Texts Based on Part of Speech Tagging | 316 |
Fast Plagiarism Detection in LargeScale Data | 329 |
A Brief Survey | 344 |
Bioinformatics and Biological Data Analysis | 356 |
Objective Clustering Inductive Technology of Gene Expression Sequences Features | 357 |
Novel Computational Techniques for ThinLayer Chromatography TLC Profiling and TLC Profile Similarity Scoring | 373 |
Adjusting Parameters of the Classifiers in Multiclass Classification | 89 |
Data Mining A Tool for Migration Stock Prediction | 102 |
A Survey on Data Mining Methods for Clustering Complex Spatiotemporal Data | 115 |
Architectures Structures and Algorithms for Efficient Data Processing | 127 |
Multipartition Distributed Transactions over CassandraLike Database with Tunable Contention Control | 129 |
The Multimodel Databases A Review | 141 |
Comparative Analysis of Relational and Nonrelational Databases in the Context of Performance in Web Applications | 153 |
Using Genetic Algorithms to Optimize Redundant Data | 165 |
Interoperable SQLite for a Bare PC | 177 |
FMindex for Dummies | 189 |
Lattice Based Consistent Slicer and Topological Cut for Distributed Computation in Monotone Spaces | 202 |
Storage Efficiency of LOB Structures for Free RDBMSs on Example of PostgreSQL and Oracle Platforms | 212 |
Optimization of Memory Operations in Generalized Search Trees of PostgreSQL | 224 |
Text Mining Natural Language Processing Ontologies and Semantic Web | 233 |
Sorting Data on UltraLarge Scale with RADULS | 234 |
Serendipitous Recommendations Through OntologyBased Contextual Prefiltering | 246 |
Extending Expressiveness of Knowledge Description with Contextual Approach | 260 |
Ontology Reuse as a Means for Fast Prototyping of New Concepts | 273 |
Extending the Doctrine ORM Framework Towards Fuzzy Processing of Data | 386 |
Segmenting Lungs from WholeBody CT Scans | 403 |
Improved Automatic Face Segmentation and Recognition for Applications with Limited Training Data | 415 |
The Influence of Textures Descriptors on Classification Accuracy | 427 |
Industrial Applications | 439 |
The Use of the TGŚP Module as a Database to Identify Breaks in the Work of Mining Machinery | 441 |
A Data Warehouse as an Indispensable Tool to Determine the Effectiveness of the Use of the Longwall Shearer | 453 |
Computer Software Supporting Rock Stress State Assessment for Deep Coal Mines | 466 |
An Ontology Model for Communicating with an Autonomous Mobile Platform | 480 |
Data Mining Tools Optimization and Compression | 494 |
Relational Transition System in Maude | 497 |
A Performance Study of Two Inference Algorithms for a Distributed Expert System Shell | 512 |
DUABI Business Intelligence Architecture for Dual Perspective Analytics | 527 |
Comparative Analysis of JavaScript and Its Extensions for Web Application Optimization | 539 |
ALMM Solver Database Structure and Data Access Layer Architecture | 551 |
Human Visual System Inspired Color Space Transform in Lossy JPEG 2000 and JPEG XR Compression | 564 |
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Pagrindiniai terminai ir frazės
algorithm analysis analyzed Angular application approach architecture attributes BDAS Big Data btrfs calculation CCIS Cham classification complex components compression concept context data mining data model data set data warehouse datatypes decision tables defined described Description Logics distributed computation documents evaluation function fuzzy Hadoop hash Heidelberg IEEE implementation integration International Conference Kasprowski knowledge base Kozielski language layer LNCS longwall machines Malysiak-Mrozek MapReduce measures metagranulas method mobile device module MongoDB Mrozek n-grams nodes NoSQL databases obtained ontology operation optimization Oracle paper parameters performance Poland PostgreSQL presented problem proposed PSNR Publishing AG 2017 query relational database rules selected semantic sentences server similar solution solver SPARQL spatiotemporal Springer International Publishing SQLite storage stored subsets synsets Table tion transaction transform tuple University of Technology updated values vector Wikidata wordnets XPath
Bibliografinė informacija
| Pavadinimas | 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 716 tomas iš Communications in Computer and Information Science |
| Redaktoriai | Stanisław Kozielski, Dariusz Mrozek, Paweł Kasprowski, Bożena Małysiak-Mrozek, Daniel Kostrzewa |
| Leidėjas | Springer, 2017 |
| ISBN | 3319582747, 9783319582740 |
| Ilgis | 578 psl. |
| Eksportuoti šaltinį | BiBTeX EndNote RefMan |