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

by Marcin Szczuka (Editor), Marzena Kryszkiewicz (Editor), Richard Jensen (Editor), Qinghua Hu (Editor)

Overview

This book constitutes the refereed proceedings of the 7th International
Conference on Rough Sets and Current Trends in Computing, RSCTC 2010,
held in Warsaw, Poland, in June 2010.

Product Details

ISBN-13:	9783642135286
Publisher:	Springer Berlin Heidelberg
Publication date:	08/11/2010
Series:	Lecture Notes in Computer Science , #6086
Edition description:	2010
Pages:	771
Product dimensions:	6.10(w) x 9.20(h) x 1.10(d)

Table of Contents

Keynote Talks

Emergent Dynamics of Information Propagation in Large Networks Katia Sycara 1

New Applications and Theoretical Foundations of the Dominance-based Rough Set Approach Roman Slowinski 2

RSCTC 2010 Discovery Challenge

RSCTC'2010 Discovery Challenge: Mining DNA Microarray Data for Medical Diagnosis and Treatment Marcin Wojnarski Andrzej Janusz Hung Son Nguyen Jan Bazan ChuanJiang Luo Ze Chen Feng Hu Guoyin Wang Lihe Guan Huan Luo Juan Gao Yuanxia Shen Vladimir Nikulin Tian-Hsiang Huang Geoffrey J. McLachlan Matko Bošnjak Dragan Gamberger 4

TunedIT.org: System for Automated Evaluation of Algorithms in Repeatable Experiments Marcin Wojnarski Sebastian Stawicki Piotr Wojnarowski 20

Clustering

Consensus Multiobjective Differential Crisp Clustering for Categorical Data Analysis Indrajit Saha Dariusz Plewczynski Ujjwal Maulik Sanghamitra Bandyopadhyay 30

Probabilistic Rough Entropy Measures in Image Segmentation Dariusz Matyszko Jarostaw Stepaniuk 40

Distance Based Fast Hierarchical Clustering Method for Large Datasets Bidyut Kr. Patra Neminath Hubballi Santosh Biswas Sukumar Nandi 50

TI-DBSCAN: Clustering with DBSCAN by Means of the Triangle Inequality Marzena Kryszkiewicz Piotr Lasek 60

Multimedia and Telemedicine: Soft Computing Applications

Vehicle Classification Based on Soft Computing Algorithms Piotr Dalka Andrzej Czyzewski 70

Controlling Computer by Lip Gestures Employing Neural Networks Piotr Dalka Andrzej Czyzewski 80

Computer Animation System Based on Rough Sets and Fuzzy Logic Piotr Szczuko 90

Adaptive Phoneme Alignment Based on Rough Set Theory Konstantinos Avdelidis Charalampos Dimoulas George Kalliris George Papanikolaou 100

Monitoring Parkinson's Disease Patients Employing Biometric Sensors and Rule-Based Data Processing Pawel Zwan Katarzyna Kaszuba Bozena Kostek 110

Content-Based Scene Detection and Analysis Method for Automatic Classification of TV Sports News Kazimierz Choros Piotr Pawlaczyk 120

Combined Learning Methods and Mining Complex Data

Combining Multiple Classification or Regression Models Using Genetic Algorithms Andrzej Janusz 130

Argument Based Generalization of MODLEM Rule Induction Algorithm Krystyna Napierata Jerzy Stefanowski 138

Integrating Selective Pre-processing of Imbalanced Data with Ivotes Ensemble Jerzy Blaszczynski Magdalena Deckert Jerzy Stefanowski Szymon Wilk 148

Learning from Imbalanced Data in Presence of Noisy and Borderline Examples Krystyna Napierata Jerzy Stefanowski Szymon Wilk 158

Tracking Recurrent Concepts Using Context João Bártolo Gomes Ernestina Menasalvas Pedro A.C. Sousa 168

Support Feature Machine for DNA Microarray Data Tomasz Maszczyk Wlodzislaw Duch 178

Is It Important Which Rough-Set-Based Classifier Extraction and Voting Criteria Are Applied Together? Dominik Slezak Sebastian Widz 187

Improving Co-training with Agreement-Based Sampling Jin Huang Jelber Sayyad Shirabad Stan Matwin Jiang Su 197

Experienced Physicians and Automatic Generation of Decision Rules from Clinical Data William Klement Szymon Wilk Martin Michalowski Ken Farion 207

Gene-Pair Representation and Incorporation of GO-based Semantic Similarity, into Classification of Gene Expression Data Torsten Schön Alexey Tsymbal Martin Huber 217

Rough Sets: Logical and Mathematical Foundations

A Fuzzy View on Rough Satisfiability Anna Gomolinska 227

Rough Sets in Terms of Discrete Dynamical Systems Marcin Wolski 237

A Preference-Based Multiple-Source Rough Set Model Md. Aquil Khan Mohua Banerjee 247

Classification of Dynamics in Rough Sets Davide Ciucci 257

Relational Granularity for Hypergraphs John G. Stell 267

Perceptual Tolerance Intersection Piotr Wasilewski James F. Peters Sheela Ramanna 277

Rough Approximations: Foundations and Methodologies

Categories of Directions and Rough Set Approximation Operators Murat Diker 287

Approximations and Classifiers Andrzej Skowron Jaroslaw Stepaniuk 297

A Note on a Formal Approach to Rough Operators Adam Grabowski Magdalena Jastrzebska 307

Communicative Approximations as Rough Sets Mohua Banerjee Abhinav Pathak Gopal Krishna Amitabha Mukerjee|317

On the Correctness of Rough-Set Based Approximate Reasoning Patrick Doherty Andrzej Szalas 327

Unit Operations in Approximation Spaces Zbigniew Bonikowski 337

Machine Learning: Methodologies and Algorithms

Weighted Nearest Neighbor Classification via Maximizing Classification Consistency Pengfei Zhu Qinghua Hu Yongbin Yang 347

Rough Set-Based Incremental Learning Approach to Face Recognition Xuguang Chen Wojciech Ziarko 356

A Comparison of Dynamic and Static Belief Rough Set Classifier Salsabil Trabelsi Zied Elouedi Pawan Lingras 366

Rule Generation in Lipski's Incomplete Information Databases Hiroshi Sakai Michinori Nakata Dominik Slezak 376

A Fast Randomisation Test for Rule Significance Ivo Düntsch Günther Gediga 386

Ordinal Classification with Monotonicity Constraints by Variable Consistency Bagging Jerzy Blaszczynski Roman Slowinski Jerzy Stefanowski 392

Learnability in Rough Set Approaches Jerzy Blaszczynski Roman Slowinski Marcin Szelag 402

Upper Bounds on Minimum Cardinality of Exact and Approximate Reducts Igor Chikalov Mikhail Moshkov Beata Zielosko 412

An Extension of Rough Set Approximation to Flow Graph Based Data Analysis Doungrat Chitcharoen Puntip Pattaraintakorn 418

Credibility Coefficients Based on SVM Roman Podraza Bartosz Janeczek 428

On Algorithm for Building of Optimal α-Decision Trees Abdulaziz Alkhalid Igor Chikalov Mikhail Moshkov 438

Layered Approximation Approach to Knowledge Elicitation in Machine Learning Tuan Trung Nguyen 446

Multiagent Systems

Configuration Management of Mobile Agents Based on SNMP Michal Komorowski 456

Adaptive Immunity-Based Multiagent Systems (AIBMAS) Inspired by the Idiotypic Network Chung-Ming Ou C.R. Ou 466

Distributed Default Logic for Context-A ware Computing in Multi-Agent Systems Dominik Ryzko Henryk Rybinski 476

A Novel Approach to Default Reasoning for MAS Przemyslaw Wiech Henryk Rybinski 484

A Platform for the Evaluation of Automated Argumentation Strategies Piotr S. Kosmicki 494

Emerging Intelligent Technologies and Net-Centric Applications

Fuzzy Similarity-Based Relative Importance of MPEG-7 Visual Descriptors for Emotional Classification of Images EunJong Park SungHwan Jeong Joon Whoan Lee 504

The Impact of Recommendation Sources on the Adoption Intention of Microblogging Based on Dominance-based Rough Set Approach Yang-Chieh Chin Chaio-Chen Chang Chiun-Sin Lin Gwo-Hshiung Tzeng 514

Fault Effects Analysis and Reporting System for Dependability Evaluation Piotr Gawkowski Monika Anna Kuczynska Agnieszka Komorowska 524

Solving the Reporting Cells Problem Using a Scatter Search Based Algorithm Sónia M. Almeida-Luz Miguel A. Vega-Rodríguez Juan A. Gómez-Pulido Juan M. Sánchez-Pérez 534

Learning Age and Gender Using Co-occurrence of Non-dictionary Words from Stylistic Variations R. Rajendra Prasath 544

Disturbance Measurement Utilization in Easily Reconfigurable Fuzzy Predictive Controllers: Sensor Fault Tolerance and Other Benefits Piotr M. Marusak 551

Classification and Decision Support Applications

Biometric-Based Authentication System Using Rough Set Theory Hala S. Own Waheeda Al-Mayyan Hussein Zedan 560

Classification of Facial Photograph Sorting Performance Based on Verbal Descriptions Daryl H. Hepting Richard Spring Timothy Maciag Katherine Arbuthnott Dominik Slezak 570

Random Musical Bands Playing in Random Forests Miron B. Kursa Elzbieta Kubera Witold R. Rudnicki Alicja A. Wieczorkowska 580

An Empirical Comparison of Rule Sets Induced by LERS and Probabilistic Rough Classification Jerzy W. Grzymala-Busse Shantan R. Marepally Yiyu Yao 590

DRSA Decision Algorithm Analysis in Stylometric Processing of Literary Texts Urszula Stanczyk 600

Blind Music Timbre Source Isolation by Multi- resolution Comparison of Spectrum Signatures Xin Zhang Wenxin Jiang Zbigniew W. Ras Rory Lewis 610

Rough Sets for Solving Classification Problems in Computational Neuroscience Tomasz G. Smolinski Astrid A. Prinz 620

Towards Approximate SQL - Infobright's Approach Dominik Slezak Marcin Kowalski 630

A Protein Classifier Based on SVM by Using the Voxel Based Descriptor Georgina Mirceva Andreja Naumoski Danco Davcev 640

Intelligent Methods in Optimization and Control

Explicit Neural Network-Based Nonlinear Predictive Control with Low Computational Complexity Maciej Lawrynczuk 649

Solution of the Inverse Heat Conduction Problem by Using the ABC Algorithm Edyta Hetmaniok Damian Slota Adam Zielonka 659

Application of Fuzzy Wiener Models in Efficient MPC Algorithms Piotr M. Marusak 669

Multicriteria Subjective Reputation Management Model Michal Majdan Wlodzimierz Ogryczak 678

Application of Fuzzy Preference Based Rough Set Model to Condition Monitoring Xiaomin Zhao Ming J. Zuo Tejas Patel 688

Graph-Based Optimization Method for Information Diffusion and Attack Durability in Networks Zbigniew Tarapata Rafal Kasprzyk 698

Granularity and Granular Systems

Paraconsistent and Approximate Semantics for the OWL 2 Web Ontology Language Linh Anh Nguyen 710

Representation of Granularity for Non-Euclidian Relational Data by Jaccard Coefficients and Binary Classifications Shoji Hirano Shusaku Tsumoto 721

Information Systems in Modeling Interactive Computations on Granules Andrzej Skowron Piotr Wasilewski 730

Distributed Representations to Detect Higher Order Term Correlations in Textual Content Pinar Öztürk R. Rajendra Prasath Hans Moen 740

Author Index 751