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12. BDAS 2016: Ustron, Poland
- Stanislaw Kozielski, Dariusz Mrozek, Pawel Kasprowski
, Bozena Malysiak-Mrozek
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. Communications in Computer and Information Science 613, Springer 2016, ISBN 978-3-319-34098-2
Invited Papers
- Parke Godfrey, Jarek Gryz, Piotr Lasek, Nasim Razavi:
Interactive Visualization of Big Data. 3-22 - Abdelkader Hameurlain, Franck Morvan:
Big Data Management in the Cloud: Evolution or Crossroad? 23-38 - Mamoun Al-Mardini
Reduction of Readmissions to Hospitals Based on Actionable Knowledge Discovery and Personalization. 39-55 - Jean-Charles Lamirel, Nicolas Dugué
Performing and Visualizing Temporal Analysis of Large Text Data Issued for Open Sources: Past and Future Methods. 56-76
Artifical Intelligence, Data Mining and Knowlege Discovery
- Mateusz Kalisch, Marcin Michalak
Influence of Outliers Introduction on Predictive Models Quality. 79-93 - Agnieszka Nowak-Brzezinska
Mining Rule-Based Knowledge Bases. 94-108 - Malgorzata Przybyla-Kasperek
Two Methods of Combining Classifiers, Which are Based on Decision Templates and Theory of Evidence, in a Dispersed Decision-Making System. 109-119 - Bogdan Gliwa
Methods for Selecting Nodes for Maximal Spread of Influence in Recommendation Services. 120-134 - Krzysztof Siminski
Memetic Neuro-Fuzzy System with Differential Optimisation. 135-145 - Krzysztof Siminski
New Rough-Neuro-Fuzzy Approach for Regression Task in Incomplete Data. 146-156 - Krzysztof Siminski
Improvement of Precision of Neuro-Fuzzy System by Increase of Activation of Rules. 157-167 - Krzysztof Czajkowski:
Rough Sets in Multicriteria Classification of National Heritage Monuments. 168-178
Architectures, Structures and Algorithms for Efficient Data Processing
- Krzysztof Myszkorowski
Inference Rules for Fuzzy Functional Dependencies in Possibilistic Databases. 181-191 - Maciej Penar
The Evaluation of Map-Reduce Join Algorithms. 192-203 - Maciej Penar
The Design of the Efficient Theta-Join in Map-Reduce Environment. 204-215 - Norah M. Asiri, Rasha Alsulim:
Non-recursive Approach for Sort-Merge Join Operation. 216-224 - Aleksandra Boniewicz, Piotr Wisniewski, Krzysztof Stencel:
Estimating Costs of Materialization Methods for SQL: 1999 Recursive Queries. 225-235 - Daniel Kostrzewa
Performance Aspect of the In-Memory Databases Accessed via JDBC. 236-252 - Marcin Szczyrbowski, Dariusz Myszor
Comparison of the Behaviour of Local Databases and Databases Located in the Cloud. 253-261 - Adam Krechowicz:
Scalable Distributed Two-Layer Datastore Providing Data Anonymity. 262-271 - Mateusz Smolinski
Coordination of Parallel Tasks in Access to Resource Groups by Adaptive Conflictless Scheduling. 272-282 - Agnieszka Duraj
Conflictless Task Scheduling Using Association Rules. 283-292 - Susmit Bagchi
Distributed Computing in Monotone Topological Spaces. 293-300
Data Warehousing and OLAP
- Pedro Martins, Maryam Abbasi
AScale: Auto-Scale in and out ETL+Q Framework. 303-314 - Pedro Martins, Maryam Abbasi
AScale: Big/Small Data ETL and Real-Time Data Freshness. 315-327 - Olfa Layouni, Jalel Akaichi
New Similarity Measure for Spatio-Temporal OLAP Queries. 328-337
Natural Language Processing, Ontologies and Semantic Web
- Piotr Szwed
Enhancing Concept Extraction from Polish Texts with Rule Management. 341-356 - Tomasz Jastrzab
Mapping of Selected Synsets to Semantic Features. 357-367 - Marcin Mironczuk
A Diversified Classification Committee for Recognition of Innovative Internet Domains. 368-383 - Abba Lawan, Abdur Rakib, Natasha Alechina
The Onto-CropBase - A Semantic Web Application for Querying Crops Linked-Data. 384-399 - Chantana Chantrapornchai, Chidchanok Choksuchat
TripleID: A Low-Overhead Representation and Querying Using GPU for Large RDFs. 400-415
Bioinformatics and Biomedical Data Analysis
- Sebastian Bittrich
eQuant - A Server for Fast Protein Model Quality Assessment by Integrating High-Dimensional Data and Machine Learning. 419-433 - Stefan Schildbach, Florian Heinke, Wolfgang Benn, Dirk Labudde:
Evaluation of Descriptor Algorithms of Biological Sequences and Distance Measures for the Intelligent Cluster Index (ICIx). 434-448 - Krzysztof Psiuk-Maksymowicz
A Holistic Approach to Testing Biomedical Hypotheses and Analysis of Biomedical Data. 449-462 - Lukasz Krol:
Distributed Monte Carlo Feature Selection: Extracting Informative Features Out of Multidimensional Problems with Linear Speedup. 463-474 - Michal Chlebiej, Piotr Habela, Andrzej Rutkowski
Architectural Challenges of Genotype-Phenotype Data Management. 475-484 - Malgorzata Plechawska-Wójcik
Appling of Neural Networks to Classification of Brain-Computer Interface Data. 485-496
Data Processing Tools
- Riadh Bouslimi, Mouhamed Gaith Ayadi, Jalel Akaichi
Content Modelling in Radiological Social Network Collaboration. 499-506 - Lukasz Wycislik:
Features of SQL Databases for Multi-tenant Applications Based on Oracle DBMS. 507-517 - Ammar Mars, Mohamed Salah Gouider, Lamjed Ben Saïd
A New Big Data Framework for Customer Opinions Polarity Extraction. 518-531 - Walid Cherifi, Boleslaw Szafranski
Evidence Based Conflict Resolution for Independent Sources and Independent Attributes. 532-544 - Jacek M. Czerniak
A New MGlaber Approach as an Example of Novel Artificial Acari Optimization. 545-557 - Roman Siminski, Tomasz Xieski
Physical Knowledge Base Representation for Web Expert System Shell. 558-570 - Scibór Sobieski
OSA Architecture. 571-584 - Dane Brown
An Investigation of Face and Fingerprint Feature-Fusion Guidelines. 585-599 - Pedro Martins, José Cecílio
GISB: A Benchmark for Geographic Map Information Extraction. 600-609 - Hoo-Young Ahn, Yoon-Joon Lee, Kyong-Ha Lee
SRsim: A Simulator for SSD-Based RAID. 610-620
Novel Applications of Database Systems
- Roman Starosolski
Application of Reversible Denoising and Lifting Steps to LDgEb and RCT Color Space Transforms for Improved Lossless Compression. 623-632 - Wojciech Froelich
Daily Urban Water Demand Forecasting - Comparative Study. 633-647 - Andrey Borodin, Sergey Mirvoda
Database Index Debug Techniques: A Case Study. 648-658 - Lukasz Apiecionek
AI Implementation in Military Combat Identification - A Practical Solution. 659-667 - Piotr Palka
Persistence Management in Digital Document Repository. 668-682 - Lukasz Apiecionek
Intelligent FTBint Method for Server Resources Protection. 683-691 - Ferdaous Jenhani, Mohamed Salah Gouider, Lamjed Ben Said
Lexicon-Based System for Drug Abuse Entity Extraction from Twitter. 692-703 - Maciej Papiez, Michal Kawulok
Manifold Learning for Hand Pose Recognition: Evaluation Framework. 704-715 - Michal Kozielski
A Meta-Learning Approach to Methane Concentration Value Prediction. 716-726 - Anna Gorawska, Krzysztof Pasterak
Anomaly Detection in Data Streams: The Petrol Station Simulator. 727-736
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