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

Priekinis viršelis
Stanisław 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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Integrating MapReduce and StreamProcessing for Efficiency MRSP
3
TensorBased Modeling of Temporal Features for Big Data CTR Estimation
16
Evaluation of XPath Queries Over XML Documents Using SparkSQL Framework
28
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
Author Index
576
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