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

Keynote Talks

Emergent Dynamics of Information Propagation in Large Networks 1

New Applications and Theoretical Foundations of the Dominance-based Rough Set Approach Katia Sycara Sycara, Katia 2

RSCTC 2010 Discovery Challenge Roman Slowiriski Slowiriski, Roman

RSCTC'2010 Discovery Challenge: Mining DNA Microarray Data for Medical Diagnosis and Treatment Roman Slowiriski Slowiriski, Roman 4

TunedIT.org: System for Automated Evaluation of Algorithms in Repeatable Experiments Dragan Gamberger Gamberger, Dragan 20

Clustering Piotr Wojnarowski Wojnarowski, Piotr

Consensus Multiobjective Differential Crisp Clustering for Categorical Data Analysis Piotr Wojnarowski Wojnarowski, Piotr 30

Probabilistic Rough Entropy Measures in Image Segmentation Sanghamitra Bandyopadhyay Bandyopadhyay, Sanghamitra 40

Distance Based Fast Hierarchical Clustering Method for Large Datasets Jarostaw Stepaniuk Stepaniuk, Jarostaw 50

TI-DBSCAN: Clustering with DBSCAN by Means of the Triangle Inequality Sukumar Nandi Nandi, Sukumar 60

Multimedia and Telemedicine: Soft Computing Applications Piotr Lasek Lasek, Piotr

Vehicle Classification Based on Soft Computing Algorithms Piotr Lasek Lasek, Piotr 70

Controlling Computer by Lip Gestures Employing Neural Networks Andrzej Czyiewski Czyiewski, Andrzej 80

Computer Animation System Based on Rough Sets and Fuzzy Logic Andrzej Czyiewski Czyiewski, Andrzej 90

Adaptive Phoneme Alignment Based on Rough Set Theory Piotr Szczuko Szczuko, Piotr 100

Monitoring Parkinson's Disease Patients Employing Biometric Sensors and Rule-Based Data Processing George Papanikolaou Papanikolaou, George 110

Content-Based Scene Detection and Analysis Method for Automatic Classification of TV Sports News Boiena Kastek Kastek, Boiena 120

Combined Learning Methods and Mining Complex Data Piotr Pawlaczyk Pawlaczyk, Piotr

Combining Multiple Classification or Regression Models Using Genetic Algorithms Piotr Pawlaczyk Pawlaczyk, Piotr 130

Argument Based Generalization of MODLEM Rule Induction Algorithm Andrzej Janusz Janusz, Andrzej 138

Integrating Selective Pre-processing of linbalanced Data with Ivotes Ensemble Jerzy Stefanowski Stefanowski, Jerzy 148

Learning from linbalanced Data in Presence of Noisy and Borderline Examples Szymon Wilk Wilk, Szymon 158

Tracking Recurrent Concepts Using Context Szymon Wilk Wilk, Szymon 168

Support Feature Machine for DNA Microarray Data Pedro A.C. Sousa Sousa, Pedro A. C. 178

Is It Important Which Rough-Set-Based Classifier Extraction and Voting Criteria Are Applied Together? Wiodzislaw Duch Duch, Wiodzislaw 187

Improving Co-training with Agreement-Based Sampling Sebastian Widz Widz, Sebastian 197

Experienced Physicians and Automatic Generation of Decision Rules from Clinical Data Jiang Su Jiang, Su 207

Gene-Pair Representation and Incorporation of GO-based Semantic Similarity into Classification of Gene Expression Data Ken Farion Farion, Ken 217

Rough Sets: Logical and Mathematical Foundations Martin Huber Huber, Martin

A Fuzzy View on Rough Satisfiability Martin Huber Huber, Martin 227

Rough Sets in Terms of Discrete Dynamical Systems Anna Gomoliriska Gomoliriska, Anna 237

A Preference-Based Multiple-Source Rough Set Model Marcin Wolski Wolski, Marcin 247

Classification of Dynamics in Rough Sets Mohua Banerjee Banerjee, Mohua 257

Relational Granularity for Hypergraphs Davide Ciucci Ciucci, Davide 267

Perceptual Tolerance Intersection John G. Stell Stell, John G. 277

Rough Approximations: Foundations and Methodologies Sheela Ramanna Ramanna, Sheela

Categories of Direlations and Rough Set Approximation Operators Sheela Ramanna Ramanna, Sheela 287

Approximations and Classifiers Murat Diker Diker, Murat 297

A Note on a Formal Approach to Rough Operators Jarostaw Stepaniuk Stepaniuk, Jarostaw 307

Communicative Approximations as Rough Sets Magdalena Jastrzebska Jastrzebska, Magdalena 317

On the Correctness of Rough-Set Based Approximate Reasoning Amitabha Mukerjee Mukerjee, Amitabha 327

Unit Operations in Approximation Spaces Andrzej Szalas Szalas, Andrzej 337

Machine Learning: Methodologies and Algorithms Zbigniew Bonikowskia Bonikowskia, Zbigniew

Weighted Nearest Neighbor Classification via Maximizing Classification Consistency Zbigniew Bonikowskia Bonikowskia, Zbigniew 347

Rough Set-Based Incremental Learning Approach to Face Recognition Yongbin Yang Yang, Yongbin 356

A Comparison of Dynamic and Static Belief Rough Set Classifier Wojciech Ziarko Ziarko, Wojciech 366

Rule Generation in Lipaki's Incomplete Information Databases Pawan Lingras Lingras, Pawan 376

A Fast Randomisation Test for Rule Significance Dominik Slczak Slczak, Dominik 386

Ordinal Classification with Monotonicity Constraints by Variable Consistency Bagging Gunther Cedilla Cedilla, Gunther 392

Learnability in Rough Set Approaches Jerzy Stefanowski Stefanowski, Jerzy 402

Upper Bounds on Minimum Cardinality of Exact. and Approximate Redncts Marein Szelag Szelag, Marein 412

Au Extension of Rough Set Approximation to Flow Graph Based Data Analysis Beata Zielosko Zielosko, Beata 418

Credibility Coefficients Based on SVM Puntip Pattivaintakorn Pattivaintakorn, Puntip 428

On Algorithm for Building of Optimal a-Decision Trees Bartosz Janeczek Janeczek, Bartosz 438

Layered Approximation Approach to Knowledge Elicitation in Machine Learning Mikhail Moshkov Moshkov, Mikhail 446

Multiagent Systems Than Rung Nguyen Nguyen, Than Rung

Configuration Management of Mobile Agents Based on SNMP Than Rung Nguyen Nguyen, Than Rung 456

Adaptive Immunity-Based Multiagent Systems (AIBMAS) Inspired by the Idiotypic Network Michal Komorowski Komorowski, Michal 466

Distributed Default Logic for Context-Aware Computing in Multi-Agent Systems C.R. Ou Ou, C. R. 476

A Novel Approach to Default Reasoning for MAS Henryk Rybinski Rybinski, Henryk 484

A Platform for the Evaluation of Automated Argumentation Strategies Henryk Rybinski Rybinski, Henryk 494

Emerging Intelligent Technologies and Net-Centric Applications Piotr S. Kosmieki Kosmieki, Piotr S.

Fuzzy Similarity-Based Relative Importance of MPEG-7 Visual Descriptors for Emotional Classification of Images Piotr S. Kosmieki Kosmieki, Piotr S. 504

The Impact of Recommendation Sources on the Adoption Intention of Microblogging Based on Dominance-based Rough Set Approach JoonWhoan Lee Lee, JoonWhoan 514

Fault Effects Analysis and Reporting System for Dependability Evaluation Gwo-Hshiung Tzeng Tzeng, Gwo-Hshiung 524

Solving the Reporting Cells Problem Using a Scatter Search Based Algorithm Agnieszka Komorowska Komorowska, Agnieszka 534

Learning Age and Gender Using Co-occurrence of Non-dictionary Words from Stylistic Variations Juan M. Sanchez-Perez Sanchez-Perez, Juan M. 544

Disturbance Measurement Utilization in Easily Reconfigurable Fuzzy Predictive Controllers: Sensor Fault Tolerance and Other Benefits R. Rajendra Prasath Prasath, R. Rajendra 551

Classification and Decision Support Applications Piotr M. Marusak Marusak, Piotr M.

Biometric-Based Authentication System Using Rough Set Theory Piotr M. Marusak Marusak, Piotr M. 560

Classification of Facial Photograph Sorting Performance Based on Verbal Descriptions Hussein Zedan Zedan, Hussein 570

Random Musical Bands Playing in Random Forests Dominik Slezak Slezak, Dominik 580

An Empirical Comparison of Rule Sets Induced by LERS and Probabilistic Rough Classification Alicja A. Wieczorkowska Wieczorkowska, Alicja A. 590

DRSA Decision Algorithm Analysis in Stylometric Processing of Literary Texts Yiyu Yao Yao, Yiyu 600

Blind Music Timbre Source Isolation by Multi- resolution Comparison of Spectrum Signatures Urszula Staliczyk Staliczyk, Urszula 610

Rough Sets for Solving Classification Problems in Computational Neuroscience Rory Lewis Lewis, Rory 620

Towards Approximate SQL Infobright's Approach Astrid A. Prinz Prinz, Astrid A. 630

A Protein Classifier Based on SVM by Using the Voxel Based Descriptor Marcin Kowalski Kowalski, Marcin 640

Intelligent Methods in Optimization and Control Danco Davcev Davcev, Danco

Explicit Neural Network-Based Nonlinear Predictive Control with Low Computational Complexity Danco Davcev Davcev, Danco 649

Solution of the Inverse Heat Conduction Problem by Using the ABC Algorithm Maciej Lawrynczuk Lawrynczuk, Maciej 659

Application of Fuzzy Wiener Models in Efficient MPC Algorithms Adam Zielonka Zielonka, Adam 669

Multicriteria Subjective Reputation Management Model Piotr M. Marasak Marasak, Piotr M. 678

Application of Fuzzy Preference Based Rough Set Model to Condition Monitoring Wtodzimierz Ogryczak Ogryczak, Wtodzimierz 688

Graph-Based Optimization Method for Information Diffusion and Attack Durability in Networks Tejas Patel Patel, Tejas 698

Granularity and Granular Systems Rafal Kasprzyk Kasprzyk, Rafal

Paraconsistent and Approximate Semantics for the OWL 2 Web Ontology Language Rafal Kasprzyk Kasprzyk, Rafal 710

Representation of Granularity for Non-Euclidian Relational Data by Jaccard Coefficients and Binary Classifications Linh Anh Nguyen Nguyen, Linh Anh 721

Information Systems in Modeling Interactive Computations on Granules Shusaku Tsumoto Tsumoto, Shusaku 730

Distributed Representations to Detect Higher Order Term Correlations in Textual Content Piotr Wasilewski Wasilewski, Piotr 740

Author Index Hans Moen Moen, Hans 751