Beyond Databases, Architectures and Structures. Advanced Technologies for Data Mining and Knowledge Discovery: 12th International Conference, BDAS 2016, Ustroń, Poland, May 31 - June 3, 2016, Proceedings

Front Matter....Pages I-XVII
Front Matter....Pages 1-1
Interactive Visualization of Big Data....Pages 3-22
Big Data Management in the Cloud: Evolution or Crossroad?....Pages 23-38
Reduction of Readmissions to Hospitals Based on Actionable Knowledge Discovery and Personalization....Pages 39-55
Performing and Visualizing Temporal Analysis of Large Text Data Issued for Open Sources: Past and Future Methods....Pages 56-76
Front Matter....Pages 77-77
Influence of Outliers Introduction on Predictive Models Quality....Pages 79-93
Mining Rule-Based Knowledge Bases....Pages 94-108
Two Methods of Combining Classifiers, Which are Based on Decision Templates and Theory of Evidence, in a Dispersed Decision-Making System....Pages 109-119
Methods for Selecting Nodes for Maximal Spread of Influence in Recommendation Services....Pages 120-134
Memetic Neuro-Fuzzy System with Differential Optimisation....Pages 135-145
New Rough-Neuro-Fuzzy Approach for Regression Task in Incomplete Data....Pages 146-156
Improvement of Precision of Neuro-Fuzzy System by Increase of Activation of Rules....Pages 157-167
Rough Sets in Multicriteria Classification of National Heritage Monuments....Pages 168-178
Front Matter....Pages 179-179
Inference Rules for Fuzzy Functional Dependencies in Possibilistic Databases....Pages 181-191
The Evaluation of Map-Reduce Join Algorithms....Pages 192-203
The Design of the Efficient Theta-Join in Map-Reduce Environment....Pages 204-215
Non-recursive Approach for Sort-Merge Join Operation....Pages 216-224
Estimating Costs of Materialization Methods for SQL:1999 Recursive Queries....Pages 225-235
Performance Aspect of the In-Memory Databases Accessed via JDBC....Pages 236-252
Comparison of the Behaviour of Local Databases and Databases Located in the Cloud....Pages 253-261
Scalable Distributed Two-Layer Datastore Providing Data Anonymity....Pages 262-271
Front Matter....Pages 179-179
Coordination of Parallel Tasks in Access to Resource Groups by Adaptive Conflictless Scheduling....Pages 272-282
Conflictless Task Scheduling Using Association Rules....Pages 283-292
Distributed Computing in Monotone Topological Spaces....Pages 293-300
Front Matter....Pages 301-301
AScale: Auto-Scale in and out ETL+Q Framework....Pages 303-314
AScale: Big/Small Data ETL and Real-Time Data Freshness....Pages 315-327
New Similarity Measure for Spatio-Temporal OLAP Queries....Pages 328-337
Front Matter....Pages 339-339
Enhancing Concept Extraction from Polish Texts with Rule Management....Pages 341-356
Mapping of Selected Synsets to Semantic Features....Pages 357-367
A Diversified Classification Committee for Recognition of Innovative Internet Domains....Pages 368-383
The Onto-CropBase – A Semantic Web Application for Querying Crops Linked-Data....Pages 384-399
TripleID: A Low-Overhead Representation and Querying Using GPU for Large RDFs....Pages 400-415
Front Matter....Pages 417-417
eQuant - A Server for Fast Protein Model Quality Assessment by Integrating High-Dimensional Data and Machine Learning....Pages 419-433
Evaluation of Descriptor Algorithms of Biological Sequences and Distance Measures for the Intelligent Cluster Index (ICIx)....Pages 434-448
A Holistic Approach to Testing Biomedical Hypotheses and Analysis of Biomedical Data....Pages 449-462
Distributed Monte Carlo Feature Selection: Extracting Informative Features Out of Multidimensional Problems with Linear Speedup....Pages 463-474
Architectural Challenges of Genotype-Phenotype Data Management....Pages 475-484
Appling of Neural Networks to Classification of Brain-Computer Interface Data....Pages 485-496
Front Matter....Pages 497-497
Content Modelling in Radiological Social Network Collaboration....Pages 499-506
Features of SQL Databases for Multi-tenant Applications Based on Oracle DBMS....Pages 507-517
A New Big Data Framework for Customer Opinions Polarity Extraction....Pages 518-531
Front Matter....Pages 497-497
Evidence Based Conflict Resolution for Independent Sources and Independent Attributes....Pages 532-544
A New MGlaber Approach as an Example of Novel Artificial Acari Optimization....Pages 545-557
Physical Knowledge Base Representation for Web Expert System Shell....Pages 558-570
OSA Architecture....Pages 571-584
An Investigation of Face and Fingerprint Feature-Fusion Guidelines....Pages 585-599
GISB: A Benchmark for Geographic Map Information Extraction....Pages 600-609
SRsim: A Simulator for SSD-Based RAID....Pages 610-620
Front Matter....Pages 621-621
Application of Reversible Denoising and Lifting Steps to LDgEb and RCT Color Space Transforms for Improved Lossless Compression....Pages 623-632
Daily Urban Water Demand Forecasting - Comparative Study....Pages 633-647
Database Index Debug Techniques: A Case Study....Pages 648-658
AI Implementation in Military Combat Identification – A Practical Solution....Pages 659-667
Persistence Management in Digital Document Repository....Pages 668-682
Intelligent FTBint Method for Server Resources Protection....Pages 683-691
Lexicon-Based System for Drug Abuse Entity Extraction from Twitter....Pages 692-703
Manifold Learning for Hand Pose Recognition: Evaluation Framework....Pages 704-715
A Meta-Learning Approach to Methane Concentration Value Prediction....Pages 716-726
Anomaly Detection in Data Streams: The Petrol Station Simulator....Pages 727-736
Back Matter....Pages 737-738