7. RSCTC 2010:
Warsaw, Poland
Marcin S. Szczuka, Marzena Kryszkiewicz, Sheela Ramanna, Richard Jensen, Qinghua Hu (Eds.):
Rough Sets and Current Trends in Computing - 7th International Conference, RSCTC 2010, Warsaw, Poland, June 28-30,2010. Proceedings.
Lecture Notes in Computer Science 6086 Springer 2010, ISBN 978-3-642-13528-6 
Keynote Talks
- Katia P. Sycara:
Emergent Dynamics of Information Propagation in Large Networks.
1
- Roman Slowinski:
New Applications and Theoretical Foundations of the Dominance-based Rough Set Approach.
2-3
RSCTC 2010 Discovery Challenge
- Marcin Wojnarski, Andrzej Janusz, Hung Son Nguyen, Jan G. Bazan, Chuanjiang Luo, Ze Chen, Feng Hu, Guoyin Wang, Lihe Guan, Huan Luo:
RSCTC'2010 Discovery Challenge: Mining DNA Microarray Data for Medical Diagnosis and Treatment.
4-19
- Marcin Wojnarski, Sebastian Stawicki, Piotr Wojnarowski:
TunedIT.org: System for Automated Evaluation of Algorithms in Repeatable Experiments.
20-29
Clustering
Multimedia and Telemedicine:
Soft Computing Applications
Combined Learning Methods and Mining Complex Data
- Andrzej Janusz:
Combining Multiple Classification or Regression Models Using Genetic Algorithms.
130-137
- Krystyna Napierala, Jerzy Stefanowski:
Argument Based Generalization of MODLEM Rule Induction Algorithm.
138-147
- Jerzy Blaszczynski, Magdalena Deckert, Jerzy Stefanowski, Szymon Wilk:
Integrating Selective Pre-processing of Imbalanced Data with Ivotes Ensemble.
148-157
- Krystyna Napierala, Jerzy Stefanowski, Szymon Wilk:
Learning from Imbalanced Data in Presence of Noisy and Borderline Examples.
158-167
- João Bártolo Gomes, Ernestina Menasalvas Ruiz, Pedro A. C. Sousa:
Tracking Recurrent Concepts Using Context.
168-177
- Tomasz Maszczyk, Wlodzislaw Duch:
Support Feature Machine for DNA Microarray Data.
178-186
- Dominik Slezak, Sebastian Widz:
Is It Important Which Rough-Set-Based Classifier Extraction and Voting Criteria Are Applied Together?
187-196
- Jin Huang, Jelber Sayyad-Shirabad, Stan Matwin, Jiang Su:
Improving Co-training with Agreement-Based Sampling.
197-206
- William Klement, Szymon Wilk, Martin Michalowski, Ken Farion:
Experienced Physicians and Automatic Generation of Decision Rules from Clinical Data.
207-216
- Torsten Schön, Alexey Tsymbal, Martin Huber:
Gene-Pair Representation and Incorporation of GO-based Semantic Similarity into Classification of Gene Expression Data.
217-226
Rough Sets:
Logical and Mathematical Foundations
Rough Approximations:
Foundations and Methodologies
Machine Learning:
Methodologies and Algorithms
- Pengfei Zhu, Qinghua Hu, Yongbin Yang:
Weighted Nearest Neighbor Classification via Maximizing Classification Consistency.
347-355
- Xuguang Chen, Wojciech Ziarko:
Rough Set-Based Incremental Learning Approach to Face Recognition.
356-365
- Salsabil Trabelsi, Zied Elouedi, Pawan Lingras:
A Comparison of Dynamic and Static Belief Rough Set Classifier.
366-375
- Hiroshi Sakai, Michinori Nakata, Dominik Slezak:
Rule Generation in Lipski's Incomplete Information Databases.
376-385
- Ivo Düntsch, Günther Gediga:
A Fast Randomisation Test for Rule Significance.
386-391
- Jerzy Blaszczynski, Roman Slowinski, Jerzy Stefanowski:
Ordinal Classification with Monotonicity Constraints by Variable Consistency Bagging.
392-401
- Jerzy Blaszczynski, Roman Slowinski, Marcin Szelag:
Learnability in Rough Set Approaches.
402-411
- Igor Chikalov, Mikhail Moshkov, Beata Zielosko:
Upper Bounds on Minimum Cardinality of Exact and Approximate Reducts.
412-417
- Doungrat Chitcharoen, Puntip Pattaraintakorn:
An Extension of Rough Set Approximation to Flow Graph Based Data Analysis.
418-427
- Roman Podraza, Bartosz Janeczek:
Credibility Coefficients Based on SVM.
428-437
- Abdulaziz Alkhalid, Igor Chikalov, Mikhail Moshkov:
On Algorithm for Building of Optimal alpha-Decision Trees.
438-445
- Tuan Trung Nguyen:
Layered Approximation Approach to Knowledge Elicitation in Machine Learning.
446-455
Multiagent Systems
Emerging Intelligent Technologies and Net-Centric Applications
- Eun-Jong Park, SungHwan Jeong, Joonwhoan Lee:
Fuzzy Similarity-Based Relative Importance of MPEG-7 Visual Descriptors for Emotional Classification of Images.
504-513
- Yang-Chieh Chin, Chiao-Chen Chang, Chiun-Sin Lin, Gwo-Hshiung Tzeng:
The Impact of Recommendation Sources on the Adoption Intention of Microblogging Based on Dominance-based Rough Set Approach.
514-523
- Piotr Gawkowski, Monika Anna Kuczynska, Agnieszka Komorowska:
Fault Effects Analysis and Reporting System for Dependability Evaluation.
524-533
- Sónia M. Almeida-Luz, Miguel A. Vega-Rodríguez, Juan Antonio Gómez Pulido, Juan Manuel Sánchez-Pérez:
Solving the Reporting Cells Problem Using a Scatter Search Based Algorithm.
534-543
- R. Rajendra Prasath:
Learning Age and Gender Using Co-occurrence of Non-dictionary Words from Stylistic Variations.
544-550
- Piotr M. Marusak:
Disturbance Measurement Utilization in Easily Reconfigurable Fuzzy Predictive Controllers: Sensor Fault Tolerance and Other Benefits.
551-559
Classification and Decision Support Applications
- Hala S. Own, Waheeda Al-Mayyan, Hussein Zedan:
Biometric-Based Authentication System Using Rough Set Theory.
560-569
- Daryl H. Hepting, Richard Spring, Timothy Maciag, Katherine Arbuthnott, Dominik Slezak:
Classification of Facial Photograph Sorting Performance Based on Verbal Descriptions.
570-579
- Miron B. Kursa, Elzbieta Kubera, Witold R. Rudnicki, Alicja Wieczorkowska:
Random Musical Bands Playing in Random Forests.
580-589
- Jerzy W. Grzymala-Busse, Shantan R. Marepally, Yiyu Yao:
An Empirical Comparison of Rule Sets Induced by LERS and Probabilistic Rough Classification.
590-599
- Urszula Stanczyk:
DRSA Decision Algorithm Analysis in Stylometric Processing of Literary Texts.
600-609
- Cynthia Xin Zhang, Wenxin Jiang, Zbigniew W. Ras, Rory A. Lewis:
Blind Music Timbre Source Isolation by Multi- resolution Comparison of Spectrum Signatures.
610-619
- Tomasz G. Smolinski, Astrid A. Prinz:
Rough Sets for Solving Classification Problems in Computational Neuroscience.
620-629
- Dominik Slezak, Marcin Kowalski:
Towards Approximate SQL - Infobright's Approach.
630-639
- Georgina Mirceva, Andreja Naumoski, Danco Davcev:
A Protein Classifier Based on SVM by Using the Voxel Based Descriptor.
640-648
Intelligent Methods in Optimization and Control
Granularity and Granular Systems
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