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

ISBN: 978-3-319-34098-2 (Print) 978-3-319-34099-9 (Online)

Table of contents (57 chapters)

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  1. Front Matter

    Pages I-XVII

  2. Invited Papers

    1. Front Matter

      Pages 1-1

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      Chapter

      Pages 3-22

      Interactive Visualization of Big Data

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      Chapter

      Pages 23-38

      Big Data Management in the Cloud: Evolution or Crossroad?

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      Chapter

      Pages 39-55

      Reduction of Readmissions to Hospitals Based on Actionable Knowledge Discovery and Personalization

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      Chapter

      Pages 56-76

      Performing and Visualizing Temporal Analysis of Large Text Data Issued for Open Sources: Past and Future Methods

  3. Artifical Intelligence, Data Mining and Knowlege Discovery

    1. Front Matter

      Pages 77-77

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      Chapter

      Pages 79-93

      Influence of Outliers Introduction on Predictive Models Quality

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      Chapter

      Pages 94-108

      Mining Rule-Based Knowledge Bases

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      Chapter

      Pages 109-119

      Two Methods of Combining Classifiers, Which are Based on Decision Templates and Theory of Evidence, in a Dispersed Decision-Making System

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      Chapter

      Pages 120-134

      Methods for Selecting Nodes for Maximal Spread of Influence in Recommendation Services

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      Chapter

      Pages 135-145

      Memetic Neuro-Fuzzy System with Differential Optimisation

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      Chapter

      Pages 146-156

      New Rough-Neuro-Fuzzy Approach for Regression Task in Incomplete Data

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      Chapter

      Pages 157-167

      Improvement of Precision of Neuro-Fuzzy System by Increase of Activation of Rules

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      Chapter

      Pages 168-178

      Rough Sets in Multicriteria Classification of National Heritage Monuments

  4. Architectures, Structures and Algorithms for Efficient Data Processing

    1. Front Matter

      Pages 179-179

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      Chapter

      Pages 181-191

      Inference Rules for Fuzzy Functional Dependencies in Possibilistic Databases

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      Chapter

      Pages 192-203

      The Evaluation of Map-Reduce Join Algorithms

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      Chapter

      Pages 204-215

      The Design of the Efficient Theta-Join in Map-Reduce Environment

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      Chapter

      Pages 216-224

      Non-recursive Approach for Sort-Merge Join Operation

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      Chapter

      Pages 225-235

      Estimating Costs of Materialization Methods for SQL:1999 Recursive Queries

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      Chapter

      Pages 236-252

      Performance Aspect of the In-Memory Databases Accessed via JDBC

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      Chapter

      Pages 253-261

      Comparison of the Behaviour of Local Databases and Databases Located in the Cloud

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      Chapter

      Pages 262-271

      Scalable Distributed Two-Layer Datastore Providing Data Anonymity

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