Rough Sets and Current Trends in Computing: 7th International Conference, RSCTC 2010, Warsaw, Poland, June 28-30,2010. Proceedings

Front Matter....Pages -
Emergent Dynamics of Information Propagation in Large Networks....Pages 1-1
New Applications and Theoretical Foundations of the Dominance-based Rough Set Approach....Pages 2-3
RSCTC’2010 Discovery Challenge: Mining DNA Microarray Data for Medical Diagnosis and Treatment....Pages 4-19
TunedIT.org: System for Automated Evaluation of Algorithms in Repeatable Experiments....Pages 20-29
Consensus Multiobjective Differential Crisp Clustering for Categorical Data Analysis....Pages 30-39
Probabilistic Rough Entropy Measures in Image Segmentation....Pages 40-49
Distance Based Fast Hierarchical Clustering Method for Large Datasets....Pages 50-59
TI-DBSCAN: Clustering with DBSCAN by Means of the Triangle Inequality....Pages 60-69
Vehicle Classification Based on Soft Computing Algorithms....Pages 70-79
Controlling Computer by Lip Gestures Employing Neural Networks....Pages 80-89
Computer Animation System Based on Rough Sets and Fuzzy Logic....Pages 90-99
Adaptive Phoneme Alignment Based on Rough Set Theory....Pages 100-109
Monitoring Parkinson’s Disease Patients Employing Biometric Sensors and Rule-Based Data Processing....Pages 110-119
Content-Based Scene Detection and Analysis Method for Automatic Classification of TV Sports News....Pages 120-129
Combining Multiple Classification or Regression Models Using Genetic Algorithms....Pages 130-137
Argument Based Generalization of MODLEM Rule Induction Algorithm....Pages 138-147
Integrating Selective Pre-processing of Imbalanced Data with Ivotes Ensemble....Pages 148-157
Learning from Imbalanced Data in Presence of Noisy and Borderline Examples....Pages 158-167
Tracking Recurrent Concepts Using Context....Pages 168-177
Support Feature Machine for DNA Microarray Data....Pages 178-186
Is It Important Which Rough-Set-Based Classifier Extraction and Voting Criteria Are Applied Together?....Pages 187-196
Improving Co-training with Agreement-Based Sampling....Pages 197-206
Experienced Physicians and Automatic Generation of Decision Rules from Clinical Data....Pages 207-216
Gene-Pair Representation and Incorporation of GO-based Semantic Similarity into Classification of Gene Expression Data....Pages 217-226
A Fuzzy View on Rough Satisfiability....Pages 227-236
Rough Sets in Terms of Discrete Dynamical Systems....Pages 237-246
A Preference-Based Multiple-Source Rough Set Model....Pages 247-256
Classification of Dynamics in Rough Sets....Pages 257-266
Relational Granularity for Hypergraphs....Pages 267-276
Perceptual Tolerance Intersection....Pages 277-286
Categories of Direlations and Rough Set Approximation Operators....Pages 287-296
Approximations and Classifiers....Pages 297-306
A Note on a Formal Approach to Rough Operators....Pages 307-316
Communicative Approximations as Rough Sets....Pages 317-326
On the Correctness of Rough-Set Based Approximate Reasoning....Pages 327-336
Unit Operations in Approximation Spaces....Pages 337-346
Weighted Nearest Neighbor Classification via Maximizing Classification Consistency....Pages 347-355
Rough Set-Based Incremental Learning Approach to Face Recognition....Pages 356-365
A Comparison of Dynamic and Static Belief Rough Set Classifier....Pages 366-375
Rule Generation in Lipski’s Incomplete Information Databases....Pages 376-385
A Fast Randomisation Test for Rule Significance....Pages 386-391
Ordinal Classification with Monotonicity Constraints by Variable Consistency Bagging....Pages 392-401
Learnability in Rough Set Approaches....Pages 402-411
Upper Bounds on Minimum Cardinality of Exact and Approximate Reducts....Pages 412-417
An Extension of Rough Set Approximation to Flow Graph Based Data Analysis....Pages 418-427
Credibility Coefficients Based on SVM....Pages 428-437
On Algorithm for Building of Optimal α -Decision Trees....Pages 438-445
Layered Approximation Approach to Knowledge Elicitation in Machine Learning....Pages 446-455
Configuration Management of Mobile Agents Based on SNMP....Pages 456-465
Adaptive Immunity-Based Multiagent Systems (AIBMAS) Inspired by the Idiotypic Network....Pages 466-475
Distributed Default Logic for Context-Aware Computing in Multi-Agent Systems....Pages 476-483
A Novel Approach to Default Reasoning for MAS....Pages 484-493
A Platform for the Evaluation of Automated Argumentation Strategies....Pages 494-503
Fuzzy Similarity-Based Relative Importance of MPEG-7 Visual Descriptors for Emotional Classification of Images....Pages 504-513
The Impact of Recommendation Sources on the Adoption Intention of Microblogging Based on Dominance-based Rough Set Approach....Pages 514-523
Fault Effects Analysis and Reporting System for Dependability Evaluation....Pages 524-533
Solving the Reporting Cells Problem Using a Scatter Search Based Algorithm....Pages 534-543
Learning Age and Gender Using Co-occurrence of Non-dictionary Words from Stylistic Variations....Pages 544-550
Disturbance Measurement Utilization in Easily Reconfigurable Fuzzy Predictive Controllers: Sensor Fault Tolerance and Other Benefits....Pages 551-559
Biometric-Based Authentication System Using Rough Set Theory....Pages 560-569
Classification of Facial Photograph Sorting Performance Based on Verbal Descriptions....Pages 570-579
Random Musical Bands Playing in Random Forests....Pages 580-589
An Empirical Comparison of Rule Sets Induced by LERS and Probabilistic Rough Classification....Pages 590-599
DRSA Decision Algorithm Analysis in Stylometric Processing of Literary Texts....Pages 600-609
Blind Music Timbre Source Isolation by Multi- resolution Comparison of Spectrum Signatures....Pages 610-619
Rough Sets for Solving Classification Problems in Computational Neuroscience....Pages 620-629
Towards Approximate SQL – Infobright’s Approach....Pages 630-639
A Protein Classifier Based on SVM by Using the Voxel Based Descriptor....Pages 640-648
Explicit Neural Network-Based Nonlinear Predictive Control with Low Computational Complexity....Pages 649-658
Solution of the Inverse Heat Conduction Problem by Using the ABC Algorithm....Pages 659-668
Application of Fuzzy Wiener Models in Efficient MPC Algorithms....Pages 669-677
Multicriteria Subjective Reputation Management Model....Pages 678-687
Application of Fuzzy Preference Based Rough Set Model to Condition Monitoring....Pages 688-697
Graph-Based Optimization Method for Information Diffusion and Attack Durability in Networks....Pages 698-709
Paraconsistent and Approximate Semantics for the OWL 2 Web Ontology Language....Pages 710-720
Representation of Granularity for Non-Euclidian Relational Data by Jaccard Coefficients and Binary Classifications....Pages 721-729
Information Systems in Modeling Interactive Computations on Granules....Pages 730-739
Distributed Representations to Detect Higher Order Term Correlations in Textual Content....Pages 740-750
Back Matter....Pages -