Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing: 14th International Conference, RSFDGrC 2013, Halifax, NS, Canada, October 11-14, 2013. Proceedings

Front Matter....Pages -
30 Years of Rough Sets and Future Perspectives....Pages 1-10
Multi-granular Computing in Web Age....Pages 11-14
Representations for Large-Scale Sequence Data Mining: A Tale of Two Vector Space Models....Pages 15-25
Individual Approximate Clusters: Methods, Properties, Applications....Pages 26-37
Some New Progress in Analyzing and Mining Uncertain and Probabilistic Data for Big Data Analytics....Pages 38-45
Three Approaches to Deal with Inconsistent Decision Tables - Comparison of Decision Tree Complexity....Pages 46-54
Rough Set-Based Information Dilution by Non-deterministic Information....Pages 55-66
Belief Discernibility Matrix and Function for Incremental or Large Data....Pages 67-76
An Experimental Comparison of Three Interpretations of Missing Attribute Values Using Probabilistic Approximations....Pages 77-86
Efficient Algorithms for Attribute Reduction on Set-Valued Decision Tables....Pages 87-98
Metric Based Attribute Reduction in Incomplete Decision Tables....Pages 99-110
The Completion Algorithm in Multiple Decision Tables Based on Rough Sets....Pages 111-118
Multi-label Classification Using Rough Sets....Pages 119-126
Enhancing Rough Clustering with Outlier Detection Based on Evidential Clustering....Pages 127-137
On Dual Intuitionistic Fuzzy Rough Approximation Operators Determined by an Intuitionistic Fuzzy Implicator....Pages 138-146
Discernibility Matrix Based Attribute Reduction in Intuitionistic Fuzzy Decision Systems....Pages 147-156
A Fuzzy Rough Set Approach for Incrementally Updating Approximations in Hybrid Information Systems....Pages 157-168
Implicator-Conjunctor Based Models of Fuzzy Rough Sets: Definitions and Properties....Pages 169-179
OWA-FRPS: A Prototype Selection Method Based on Ordered Weighted Average Fuzzy Rough Set Theory....Pages 180-190
Applications of IF Rough Relational Model to Deal with Diabetic Patients....Pages 191-199
Matrix Representation of Parameterised Fuzzy Petri Nets....Pages 200-207
A Mathematical Theory of Fuzzy Numbers....Pages 208-215
Network Performance Analysis Based on Quotient Space Theory....Pages 216-224
Comparative Study between Extension of Covering Approximation Space and Its Induction through Transversal Matroid....Pages 225-235
Multi-covering Based Rough Set Model....Pages 236-244
Boolean Covering Approximation Space and Its Reduction....Pages 245-252
Dynamic Analysis of IVFSs Based on Granularity Computing....Pages 253-260
A Novel MGDM Method Based on Information Granularity under Linguistic Setting....Pages 261-268
The Impacting Analysis on Multiple Species Competition....Pages 269-276
Topological Characterizations for Three Covering Approximation Operators....Pages 277-284
Rough Set Granularity: Scott Systems Approach....Pages 285-292
Incremental Possibilistic K-Modes....Pages 293-303
Improving Semantic Clustering of EWID Reports by Using Heterogeneous Data Types....Pages 304-314
Rough Clustering Generated by Correlation Clustering....Pages 315-324
Recursive Profiles of Businesses and Reviewers on Yelp.com....Pages 325-336
An Illustrative Comparison of Rough k-Means to Classical Clustering Approaches....Pages 337-344
A Kidnapping Detection Scheme Using Frame-Based Classification for Intelligent Video Surveillance....Pages 345-354
Global Decisions Taking on the Basis of Dispersed Medical Data....Pages 355-365
Soft Clustering to Determine Ambiguous Regions during Medical Images Segmentation....Pages 366-373
Domain Adaptation for Pathologic Oscillations....Pages 374-379
Discernibility in the Analysis of Binary Card Sort Data....Pages 380-387
An Unsupervised Deep-Learning Architecture That Can Reconstruct Paired Images....Pages 388-396
Back Matter....Pages -