Marcin Szczuka

Rough Sets and Current Trends in Computing - Lecture Notes in Computer Science / Lecture Notes in Artificial Intelligence Marcin Szczuka

Marc Notes: Includes bibliographical references and index. Table of Contents: Keynote Talks -- Emergent Dynamics of Information Propagation in Large Networks / Katia Sycara -- New Applications and Theoretical Foundations of the Dominance-based Rough Set Approach / Roman Slowinski -- 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 BoSnjak, Dragan Gamberger -- TunedIT.org: System for Automated Evaluation of Algorithms in Repeatable Experiments / Marcin Wojnarski, Sebastian Stawicki, Piotr Wojnarowski -- Clustering -- Consensus Multiobjective Differential Crisp Clustering for Categorical Data Analysis / Indrajit Saha, Dariusz Plewczynski, Ujjwal Maulik, Sanghamitra Bandyopadhyay -- Probabilistic Rough Entropy Measures in Image Segmentation / Dariusz Matyszko, Jarostaw Stepaniuk -- Distance Based Fast Hierarchical Clustering Method for Large Datasets / Bidyut Kr. Patra, Neminath Hubballi, Santosh Biswas, Sukumar Nandi -- TI-DBSCAN: Clustering with DBSCAN by Means of the Triangle Inequality / Marzena Kryszkiewicz, Piotr Lasek -- Multimedia and Telemedicine: Soft Computing Applications -- Vehicle Classification Based on Soft Computing Algorithms / Piotr Dalka, Andrzej Czyzewski -- Controlling Computer by Lip Gestures Employing Neural Networks / Piotr Dalka, Andrzej Czyzewski -- Computer Animation System Based on Rough Sets and Fuzzy Logic / Piotr Szczuko -- Adaptive Phoneme Alignment Based on Rough Set Theory / Konstantinos Avdelidis, Charalampos Dimoulas, George Kalliris, George Papanikolaou -- Monitoring Parkinson's Disease Patients Employing Biometric Sensors and Rule-Based Data Processing / Pawel Zwan, Katarzyna Kaszuba, Bozena Kostek -- Content-Based Scene Detection and Analysis Method for Automatic Classification of TV Sports News / Kazimierz Choros, Piotr Pawlaczyk -- Combined Learning Methods and Mining Complex Data -- Combining Multiple Classification or Regression Models Using Genetic Algorithms / Andrzej Janusz -- Argument Based Generalization of MODLEM Rule Induction Algorithm / Krystyna Napierata, Jerzy Stefanowski -- Integrating Selective Pre-processing of Imbalanced Data with Ivotes Ensemble / Jerzy Blaszczynski, Magdalena Deckert, Jerzy Stefanowski, Szymon Wilk -- Learning from Imbalanced Data in Presence of Noisy and Borderline Examples / Krystyna Napierata, Jerzy Stefanowski, Szymon Wilk -- Tracking Recurrent Concepts Using Context / JoAo BArtolo Gomes, Ernestina Menasalvas, Pedro A. C. Sousa -- Support Feature Machine for DNA Microarray Data / Tomasz Maszczyk, Wlodzislaw Duch -- Is It Important Which Rough-Set-Based Classifier Extraction and Voting Criteria Are Applied Together? / Dominik Slezak, Sebastian Widz -- Improving Co-training with Agreement-Based Sampling / Jin Huang, Jelber Sayyad Shirabad, Stan Matwin, Jiang Su -- Experienced Physicians and Automatic Generation of Decision Rules from Clinical Data / William Klement, Szymon Wilk, Martin Michalowski, Ken Farion -- Gene-Pair Representation and Incorporation of GO-based Semantic Similarity, into Classification of Gene Expression Data / Torsten SchOn, Alexey Tsymbal, Martin Huber -- Rough Sets: Logical and Mathematical Foundations -- A Fuzzy View on Rough Satisfiability / Anna Gomolinska -- Rough Sets in Terms of Discrete Dynamical Systems / Marcin Wolski -- A Preference-Based Multiple-Source Rough Set Model / Md. Aquil Khan, Mohua Banerjee -- Classification of Dynamics in Rough Sets / Davide Ciucci -- Relational Granularity for Hypergraphs / John G. Stell -- Perceptual Tolerance Intersection / Piotr Wasilewski, James F. Peters, Sheela Ramanna -- Rough Approximations: Foundations and Methodologies -- Categories of Directions and Rough Set Approximation Operators / Murat Diker -- Approximations and Classifiers / Andrzej Skowron, Jaroslaw Stepaniuk -- A Note on a Formal Approach to Rough Operators / Adam Grabowski, Magdalena Jastrzebska -- Communicative Approximations as Rough Sets / Mohua Banerjee, Abhinav Pathak, Gopal Krishna, Amitabha Mukerjee317 -- On the Correctness of Rough-Set Based Approximate Reasoning / Patrick Doherty, Andrzej Szalas -- Unit Operations in Approximation Spaces / Zbigniew Bonikowski -- Machine Learning: Methodologies and Algorithms -- Weighted Nearest Neighbor Classification via Maximizing Classification Consistency / Pengfei Zhu, Qinghua Hu, Yongbin Yang -- Rough Set-Based Incremental Learning Approach to Face Recognition / Xuguang Chen, Wojciech Ziarko -- A Comparison of Dynamic and Static Belief Rough Set Classifier / Salsabil Trabelsi, Zied Elouedi, Pawan Lingras -- Rule Generation in Lipski's Incomplete Information Databases / Hiroshi Sakai, Michinori Nakata, Dominik Slezak -- A Fast Randomisation Test for Rule Significance / Ivo DUntsch, GUnther Gediga -- Ordinal Classification with Monotonicity Constraints by Variable Consistency Bagging / Jerzy Blaszczynski, Roman Slowinski, Jerzy Stefanowski -- Learnability in Rough Set Approaches / Jerzy Blaszczynski, Roman Slowinski, Marcin Szelag -- Upper Bounds on Minimum Cardinality of Exact and Approximate Reducts / Igor Chikalov, Mikhail Moshkov, Beata Zielosko -- An Extension of Rough Set Approximation to Flow Graph Based Data Analysis / Doungrat Chitcharoen, Puntip Pattaraintakorn -- Credibility Coefficients Based on SVM / Roman Podraza, Bartosz Janeczek -- On Algorithm for Building of Optimal ?-Decision Trees / Abdulaziz Alkhalid, Igor Chikalov, Mikhail Moshkov -- Layered Approximation Approach to Knowledge Elicitation in Machine Learning / Tuan Trung Nguyen -- Multiagent Systems -- Configuration Management of Mobile Agents Based on SNMP / Michal Komorowski -- Adaptive Immunity-Based Multiagent Systems (AIBMAS) Inspired by the Idiotypic Network / Chung-Ming Ou, C. R. Ou -- Distributed Default Logic for Context-A ware Computing in Multi-Agent Systems / Dominik Ryzko, Henryk Rybinski -- A Novel Approach to Default Reasoning for MAS / Przemyslaw Wiech, Henryk Rybinski -- A Platform for the Evaluation of Automated Argumentation Strategies / Piotr S. Kosmicki -- 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 -- 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 -- Fault Effects Analysis and Reporting System for Dependability Evaluation / Piotr Gawkowski, Monika Anna Kuczynska, Agnieszka Komorowska -- Solving the Reporting Cells Problem Using a Scatter Search Based Algorithm / SOnia M. Almeida-Luz, Miguel A. Vega-RodrIguez, Juan A. GOmez-Pulido, Juan M. SAnchez-PErez -- Learning Age and Gender Using Co-occurrence of Non-dictionary Words from Stylistic Variations / R. Rajendra Prasath -- Disturbance Measurement Utilization in Easily Reconfigurable Fuzzy Predictive Controllers: Sensor Fault Tolerance and Other Benefits / Piotr M. Marusak -- Classification and Decision Support Applications -- Biometric-Based Authentication System Using Rough Set Theory / Hala S. Own, Waheeda Al-Mayyan, Hussein Zedan -- Classification of Facial Photograph Sorting Performance Based on Verbal Descriptions / Daryl H. Hepting, Richard Spring, Timothy Maciag, Katherine Arbuthnott, Dominik Slezak -- Random Musical Bands Playing in Random Forests / Miron B. Kursa, Elzbieta Kubera, Witold R. Rudnicki, Alicja A. Wieczorkowska -- An Empirical Comparison of Rule Sets Induced by LERS and Probabilistic Rough Classification / Jerzy W. Grzymala-Busse, Shantan R. Marepally, Yiyu Yao -- DRSA Decision Algorithm Analysis in Stylometric Processing of Literary Texts / Urszula Stanczyk -- Blind Music Timbre Source Isolation by Multi- resolution Comparison of Spectrum Signatures / Xin Zhang, Wenxin Jiang, Zbigniew W. Ras, Rory Lewis -- Rough Sets for Solving Classification Problems in Computational Neuroscience / Tomasz G. Smolinski, Astrid A. Prinz -- Towards Approximate SQL - Infobright's Approach / Dominik Slezak, Marcin Kowalski -- A Protein Classifier Based on SVM by Using the Voxel Based Descriptor / Georgina Mirceva, Andreja Naumoski, Danco Davcev -- Intelligent Methods in Optimization and Control -- Explicit Neural Network-Based Nonlinear Predictive Control with Low Computational Complexity / Maciej Lawrynczuk -- Solution of the Inverse Heat Conduction Problem by Using the ABC Algorithm / Edyta Hetmaniok, Damian Slota, Adam Zielonka -- Application of Fuzzy Wiener Models in Efficient MPC Algorithms / Piotr M. Marusak -- Multicriteria Subjective Reputation Management Model / Michal Majdan, Wlodzimierz Ogryczak -- Application of Fuzzy Preference Based Rough Set Model to Condition Monitoring / Xiaomin Zhao, Ming J. Zuo, Tejas Patel -- Graph-Based Optimization Method for Information Diffusion and Attack Durability in Networks / Zbigniew Tarapata, Rafal Kasprzyk -- Granularity and Granular Systems -- Paraconsistent and Approximate Semantics for the OWL 2 Web Ontology Language / Linh Anh Nguyen -- Representation of Granularity for Non-Euclidian Relational Data by Jaccard Coefficients and Binary Classifications / Shoji Hirano, Shusaku Tsumoto -- Information Systems in Modeling Interactive Computations on Granules / Andrzej Skowron, Piotr Wasilewski -- Distributed Representations to Detect Higher Order Term Correlations in Textual Content / Pinar OztUrk, R. Rajendra Prasath, Hans Moen -- Author Index. Publisher Marketing: Thisvolumecontainsthepapersselectedforpresentationatthe7thInternational Conference on Rough Sets and Current Trends in Computing (RSCTC 2010) held at the University of Warsaw, Poland, during June 28 30, 2010. This was the seventh edition of the event that has established itself as the main forum for exchange of ideas between researchersin various areasrelated to rough sets. In 2010, the conference went back to its origins both in terms of its location (the ?rst RSCTC conference was held in Warsaw, Poland in 1998) and in terms of topic coverage. The dates also markthe third anniversaryofRSEISP 2007 a conference dedicated to the memory of Zdzis law Pawlak. RSCTC2010wastoprovideresearchersandpractitionersinterestedineme- inginformationtechnologiesaforumtoshareinnovativetheories, methodologies, and applications in rough sets and its extensions. In keeping with the spirit of past rough set-based conferences, RSCTC 2010 aimed to explore synergies with other closely related areas such as computational intelligence, knowledgedisc- ery from databases and data mining, non-conventional models of computation, andWebmining. Majortopicscoveredintheseproceedingsinclude: approximate anduncertainreasoning, bioinformatics, dataandtextmining, dominance-based roughsetapproaches, evolutionarycomputing, fuzzysettheoryandapplications, logical and mathematical foundations of rough sets, perceptual systems as well as applications of rough sets and its extensions in areas such as medicine, Web intelligence and image processing. The papers included in the special and - dustrial sessions cover learning methods and mining of complex data, soft c- puting applications to multimedia and telemedicine, knowledge representation and exchange in multi-agent systems and emerging intelligent technologies in the telecommunications industry. There were 148 valid (out of 163 in total) submissions to RSCTC 2010. Every paper was examined by at least two reviewers. Out of the papers initially selected, somewereapprovedsubjecttorevisionandthenadditionallyevaluat

Contributor Bio:  Jensen, Richard Born in 1934, Richard Jensen grew up on a modest prairie farm in southern Alberta, Canada. Having retired from a career in the petroleum industry, Richard now resides in Scottsdale, Arizona. He is also the author of Don't Drink the Water, a self-published biography.