Rough Sets and Knowledge Technology: 7th International Conference, RSKT 2012, Chengdu, China, August 17-20, 2012. Proceedings

Front Matter....Pages -
A Characterization of Rough Separability....Pages 1-10
Data-Driven Valued Tolerance Relation....Pages 11-19
Optimistic Multi-Granulation Fuzzy Rough Set Model Based on Triangular Norm....Pages 20-27
Rough Set Model Based on Hybrid Tolerance Relation....Pages 28-33
Scalable Improved Quick Reduct: Sample Based....Pages 34-39
Soft Rough Sets Based on Similarity Measures....Pages 40-48
Theory of Truth Degrees in Three Valued Formed System RSL....Pages 49-54
Upper Approximation Reduction Based on Intuitionistic Fuzzy $\\mathcal{T}$ Equivalence Information Systems....Pages 55-62
A Fuzzy-Rough Sets Based Compact Rule Induction Method for Classifying Hybrid Data....Pages 63-70
A New Intuitionistic Fuzzy Rough Set Approach for Decision Support....Pages 71-80
A New Rule Induction Method from a Decision Table Using a Statistical Test....Pages 81-90
A Rough Neurocomputing Approach for Illumination Invariant Face Recognition System....Pages 91-100
An Approximation Decision Entropy Based Decision Tree Algorithm and Its Application in Intrusion Detection....Pages 101-106
Application of Rough Set Theory to Prediction of Antimicrobial Activity of Bis-quaternary Ammonium Chlorides....Pages 107-116
Classification and Decision Based on Parallel Reducts and F -Rough Sets....Pages 117-122
Evidential Clustering or Rough Clustering: The Choice Is Yours....Pages 123-128
Heuristic for Attribute Selection Using Belief Discernibility Matrix....Pages 129-138
Incremental Rules Induction Based on Rule Layers....Pages 139-148
Optimization of Inhibitory Decision Rules Relative to Length and Coverage....Pages 149-154
Parallelized Computing of Attribute Core Based on Rough Set Theory and MapReduce....Pages 155-160
Semi-supervised Vehicle Recognition: An Approximate Region Constrained Approach....Pages 161-166
A Color Image Segmentation Algorithm by Integrating Watershed with Region Merging....Pages 167-173
A Mixed Strategy Multi-Objective Coevolutionary Algorithm Based on Single-Point Mutation and Particle Swarm Optimization....Pages 174-184
A Novel Distributed Machine Learning Method for Classification: Parallel Covering Algorithm....Pages 185-193
A Spatial Clustering Method for Points-with-Directions....Pages 194-199
An Argumentation Framework for Non-monotonic Reasoning in Description Logic....Pages 200-206
Analysis of Symmetry Properties for Bayesian Confirmation Measures....Pages 207-214
Applying Verbal Decision Analysis in Selecting Specific Practices of CMMI....Pages 215-221
Belief Networks in Classification of Laryngopathies Based on Speech Spectrum Analysis....Pages 222-231
Comparing Similarity of Concepts Identified by Temporal Patterns of Terms in Biomedical Research Documents....Pages 232-241
Extracting Incidental and Global Knowledge through Compact Pattern Trees in Distributed Environment....Pages 242-247
Hierarchical Path-Finding Based on Decision Tree....Pages 248-256
Human Activity Recognition with Trajectory Data in Multi-floor Indoor Environment....Pages 257-266
Remote Sensing Image Data Storage and Search Method Based on Pyramid Model in Cloud....Pages 267-275
Learning to Classify Service Data with Latent Semantics....Pages 276-281
Link Communities Detection via Local Approach....Pages 282-291
Maximizing Influence Spread in a New Propagation Model....Pages 292-301
Semi-supervised Clustering Ensemble Based on Multi-ant Colonies Algorithm....Pages 302-309
Semi-supervised Hierarchical Co-clustering....Pages 310-319
A Granular Computing Perspective on Image Organization within an Image Retrieval Context....Pages 320-328
Granular Computing in Opinion Target Extraction....Pages 329-335
Granular Covering Selection Methods Dependent on the Granule Size....Pages 336-341
Rough Set Approximations in Incomplete Multi-scale Information Systems....Pages 342-350
Three Granular Structure Models in Graphs....Pages 351-358
A Competition Strategy to Cost-Sensitive Decision Trees....Pages 359-368
An Information-Theoretic Interpretation of Thresholds in Probabilistic Rough Sets....Pages 369-378
Cost-Sensitive Classification Based on Decision-Theoretic Rough Set Model....Pages 379-388
Decision-Theoretic Rough Sets with Probabilistic Distribution....Pages 389-398
Multiple Criteria Decision Analysis with Game-Theoretic Rough Sets....Pages 399-408
Granularity Analysis of Fuzzy Soft Set....Pages 409-415
Granular Approach in Knowledge Discovery....Pages 416-421
Hybrid: A New Multigranulation Rough Set Approach....Pages 422-429
Inclusion Degrees of Graded Ill-Known Sets....Pages 430-439
Information Granularity and Granular Structure in Decision Making....Pages 440-449
Semi-supervised Clustering Ensemble Based on Collaborative Training....Pages 450-455
Soft Set Approaches to Decision Making Problems....Pages 456-464
The Models of Variable Precision Multigranulation Rough Sets....Pages 465-473
Topological Properties of the Pessimistic Multigranulation Rough Set Model....Pages 474-481
Axiomatic Granular Approach to Knowledge Correspondences....Pages 482-487
Definable and Rough Sets in Covering-Based Approximation Spaces....Pages 488-495
Intuitionistic Fuzzy Topologies in Crisp Approximation Spaces....Pages 496-503
Oppositions in Rough Set Theory....Pages 504-513
Partial First-order Logic with Approximative Functors Based on Properties....Pages 514-523
Back Matter....Pages -