Rough Sets and Intelligent Systems Paradigms : Second International Conference, RSEISP 2014, Held as Part of JRS 2014, Granada and Madrid, Spain, July 9-13, 2014. Proceedings

This book constitutes the refereed proceedings of the 23rd Australasian Joint Conference on Rough Sets and Intelligent Systems Paradigms, RSEISP 2014, held in Granada and Madrid, Spain, in July 2014. RSEISP 2014 was held along with the 9th International Conference on Rough Sets and Current Trends in Computing, RSCTC 2014, as a major part of the 2014 Joint Rough Set Symposium, JRS 2014. JRS 2014 received 40 revised full papers and 37 revised short papers which were carefully reviewed and selected from 120 submissions and presented in two volumes. This volume contains the papers accepted for the conference RSEISP 2014, as well as the three invited papers presented at the conference. The papers are organized in topical sections on plenary lecture and tutorial papers; foundations of rough set theory; granular computing and covering-based rough sets; applications of rough sets; induction of decision rules - theory and practice; knowledge discovery; spatial data analysis and spatial databases; information extraction from images. Front Matter....Pages - The Impact of Local Data Characteristics on Learning from Imbalanced Data....Pages 1-13 The Relational Construction of Conceptual Patterns - Tools, Implementation and Theory....Pages 14-27 SQL-Based KDD with Infobright’s RDBMS: Attributes, Reducts, Trees....Pages 28-41 From Vagueness to Rough Sets in Partial Approximation Spaces....Pages 42-52 Random Probes in Computation and Assessment of Approximate Reducts....Pages 53-64 Applications of Boolean Kernels in Rough Sets....Pages 65-76 Robust Ordinal Regression for Dominance-Based Rough Set Approach under Uncertainty....Pages 77-87 Monotonic Uncertainty Measures in Probabilistic Rough Set Model....Pages 88-98 Attribute Subset Quality Functions over a Universe of Weighted Objects....Pages 99-110 A Definition of Structured Rough Set Approximations....Pages 111-122 Interactive Computations on Complex Granules....Pages 123-134 Formulation and Simplification of Multi-Granulation Covering Rough Sets....Pages 135-142 Covering Based Rough Sets and Relation Based Rough Sets....Pages 143-152 A Rough Set Approach to Novel Compounds Activity Prediction Based on Surface Active Properties and Molecular Descriptors....Pages 153-160 Rough Sets in Ortholog Gene Detection....Pages 161-168 Hybrid Model Based on Rough Sets Theory and Fuzzy Cognitive Maps for Decision-Making....Pages 169-178 Decision Rules-Based Probabilistic MCDM Evaluation Method – An Empirical Case from Semiconductor Industry....Pages 179-190 Decision Rule Classifiers for Multi-label Decision Tables....Pages 191-197 Considerations on Rule Induction Procedures by STRIM and Their Relationship to VPRS....Pages 198-208 Generating Core in Rough Set Theory: Design and Implementation on FPGA....Pages 209-216 Attribute Ranking Driven Filtering of Decision Rules....Pages 217-224 Evaluation of Leave-One Out Method Based on Incremental Sampling Scheme....Pages 225-236 Optimization of Decision Rules Relative to Coverage - Comparative Study....Pages 237-247 MedVir: An Interactive Representation System of Multidimensional Medical Data Applied to Traumatic Brain Injury’s Rehabilitation Prediction....Pages 248-257 SnS: A Novel Word Sense Induction Method....Pages 258-268 Review on Context Classification in Robotics....Pages 269-276 Interestingness Measures for Actionable Patterns....Pages 277-284 Meta-learning: Can It Be Suitable to Automatise the KDD Process for the Educational Domain?....Pages 285-292 Discovering Collocation Rules and Spatial Association Rules in Spatial Data with Extended Objects Using Delaunay Diagrams....Pages 293-300 Potential Application of the Rough Set Theory in Indoor Navigation....Pages 301-308 Mobile Indicators in GIS and GPS Positioning Accuracy in Cities....Pages 309-318 Analysis of the Possibility of Using Radar Tracking Method Based on GRNN for Processing Sonar Spatial Data....Pages 319-326 Supporting the Process of Monument Classification Based on Reducts, Decision Rules and Neural Networks....Pages 327-334 Self-organizing Artificial Neural Networks into Hydrographic Big Data Reduction Process....Pages 335-342 Managing Depth Information Uncertainty in Inland Mobile Navigation Systems....Pages 343-350 Optimal Scale in a Hierarchical Segmentation Method for Satellite Images....Pages 351-358 3D Dendrite Spine Detection - A Supervoxel Based Approach....Pages 359-366 Histogram of Bunched Intensity Values Based Thermal Face Recognition....Pages 367-374 Cost-Sensitive Sequential Three-Way Decision for Face Recognition....Pages 375-383 Image Enhancement Based on Quotient Space....Pages 384-391 Back Matter....Pages -