6. RSKT 2011: Banff, Canada
Jingtao Yao, Sheela Ramanna, Guoyin Wang, Zbigniew Suraj (Eds.): Rough Sets and Knowledge Technology - 6th International Conference, RSKT 2011, Banff, Canada, October 9-12, 2011. Proceedings. Springer 2011 Lecture Notes in Computer Science ISBN 978-3-642-24424-7
Keynote Papers
- Jerzy W. Grzymala-Busse: Mining Incomplete Data - A Rough Set Approach. 1-7
- Jiye Liang: Uncertainty and Feature Selection in Rough Set Theory. 8-15
- Witold Pedrycz: Towards Designing Human Centric Systems: A New View at System Modeling with Granular Membership Grades. 16
- James F. Peters: Sufficiently Near Sets of Neighbourhoods. 17-24
Invited Tutorial
- Sarjerao Nimse, Pawan Lingras: History of Set Theory and Its Extensions in the Context of Soft Computing. 25
Attribute Reduction and Feature Selection
- Eduard Bartl, Hana Rezanková, Lukas Sobisek: Comparison of Classical Dimensionality Reduction Methods with Novel Approach Based on Formal Concept Analysis. 26-35
- Jerzy Blaszczynski, Roman Slowinski, Robert Susmaga: Rule-Based Estimation of Attribute Relevance. 36-44
- Andrzej Janusz, Sebastian Stawicki: Applications of Approximate Reducts to the Feature Selection Problem. 45-50
- Tong-Jun Li, Ying-Xue Wu, Xiao-Ping Yang: Dependence and Algebraic Structure of Formal Contexts. 51-56
- Mingwen Shao, Li Guo, Lan Li: A Novel Attribute Reduction Approach Based on the Object Oriented Concept Lattice. 71-80
- Dominik Slezak, Sebastian Widz: Rough-Set-Inspired Feature Subset Selection, Classifier Construction, and Rule Aggregation. 81-88
- Mariusz Wrzesien, Wieslaw Paja, Krzysztof Pancerz: A Constructive Feature Induction Mechanism Founded on Evolutionary Strategies with Fitness Functions Generated on the Basis of Decision Trees. 89-94
- Feifei Xu, Weiguo Pan, Lai Wei, Haizhou Du: An Efficient Fuzzy Rough Approach for Feature Selection. 95-100
- Lin Zhou, Feng Jiang: A Rough Set Approach to Feature Selection Based on Relative Decision Entropy. 110-119
Generalized Rough Set Models
- Salvatore Greco, Benedetto Matarazzo, Roman Slowinski: Dominance-Based Rough Set Approach on Pairwise Comparison Tables to Decision Involving Multiple Decision Makers. 126-135
- Jerzy W. Grzymala-Busse: Generalized Parameterized Approximations. 136-145
- Shiping Wang, William Zhu, Fan Min: Transversal and Function Matroidal Structures of Covering-Based Rough Sets. 146-155
- Junbo Zhang, Tian-rui Li, Yan Yang, Lei Wang: Neighborhood Rough Sets Based Matrix Approach for Calculation of the Approximations. 166-171
Machine Learning with Rough and Hybrid Techniques
- Abdulaziz Alkhalid, Igor Chikalov, Mikhail Moshkov: Comparison of Greedy Algorithms for α-Decision Tree Construction. 178-186
- Abdulaziz Alkhalid, Igor Chikalov, Mikhail Moshkov: Constructing an Optimal Decision Tree for FAST Corner Point Detection. 187-194
- P. S. V. S. Sai Prasad, K. Hima Bindu, C. Raghavendra Rao: Incremental Learning in AttributeNets with Dynamic Reduct and IQuickReduct. 195-200
- Masahiro Inuiguchi, Masahiko Tsuji, Yoshifumi Kusunoki, Masayo Tsurumi: LEM2-Based Rule Induction from Data Tables with Imprecise Evaluations. 201-207
- Tonny Rutayisire, Yan Yang, Chao Lin, Jinyuan Zhang: A Modified Cop-Kmeans Algorithm Based on Sequenced Cannot-Link Set. 217-225
- Hiroshi Sakai, Michinori Nakata, Dominik Slezak: A NIS-Apriori Based Rule Generator in Prolog and Its Functionality for Table Data. 226-231
- Roman Siminski, Agnieszka Nowak-Brzezinska, Tomasz Jach, Tomasz Xieski: Towards a Practical Approach to Discover Internal Dependencies in Rule-Based Knowledge Bases. 232-237
- Zbigniew Suraj, Piotr Grochowalski, Lukasz Lew: Discovering Patterns of Collaboration in Rough Set Research: Statistical and Graph-Theoretical Approach. 238-247
Knowledge Technology
- Hidenao Abe, Shusaku Tsumoto: Comparing a Clustering Density Criteria of Temporal Patterns of Terms Obtained by Different Feature Sets. 248-257
- Radim Belohlávek, Lucie Urbanova, Vilém Vychodil: Similarity of Query Results in Similarity-Based Databases. 258-267
- Praveen Ganghishetti, Rajeev Wankar, Rafah M. Almuttairi, C. Raghavendra Rao: Rough Set Based Quality of Service Design for Service Provisioning in Clouds. 268-273
- Lijian He, Houkuan Huang, Xingye Dong: GTrust: A Distributed Trust Model in Multi-Agent Systems Based on Grey System Theory. 274-279
- Masahiro Inuiguchi, Tatsuya Higuchi, Masayo Tsurumi: Linear Necessity Measures and Their Applications to Possibilistic Linear Programming. 280-289
- Ryszard Janicki, Yun Zhai: Remarks on Pairwise Comparison Numerical and Non-numerical Rankings. 290-300
- Huaiyu Wan, Youfang Lin, Caiyan Jia, Houkuan Huang: Community-Based Relational Markov Networks in Complex Networks. 301-310
Intelligent Systems and Applications
- Luis Henrique Almeida, Plácido Rogério Pinheiro, Adriano Bessa Albuquerque: Applying Multi-Criteria Decision Analysis to Global Software Development with Scrum Project Planning. 311-320
- Rafal Deja: Accuracy Evaluation of the System of Type 1 Diabetes Prediction. 321-326
- Yong Du, Qinghua Hu, Peijun Ma, Xiaohong Su: Driver Status Recognition by Neighborhood Covering Rules. 327-336
- Abdolreza Hatamlou, Salwani Abdullah, Hossein Nezamabadi-pour: Application of Gravitational Search Algorithm on Data Clustering. 337-346
- Wenjing Li, Jia Qiu, Zhaocong Wu, Zhiyong Lin, Shaoning Li: Application of Rough Sets in GIS Generalization. 347-353
- Shuang Liu, Lijun Sun, Yurong Guo, Jialin Gao, Lei Liu: Application of Rough Set Theory for Evaluating Polysaccharides Extraction. 354-359
- Umadevi Maramreddy, Arun Agarwal, C. Raghavendra Rao: Identification of Print Technology Based on Homogeneous Regions of Image. 360-365
- Krzysztof Pancerz, Arkadiusz Lewicki, Ryszard Tadeusiewicz, Jerzy Gomula: Ant Based Clustering of MMPI Data - An Experimental Study. 366-375
- Hamid Parvin, Behrouz Minaei-Bidgoli, Hosein Alizadeh: Detection of Cancer Patients Using an Innovative Method for Learning at Imbalanced Datasets. 376-381
- Shusaku Tsumoto, Shoji Hirano: Information Reuse in Hospital Information Systems: A Similarity-Oriented Data Mining Approach. 382-387
- Omar S. Soliman, Aboul Ella Hassanien, Neveen I. Ghali, Nashwa El-Bendary, Ruhul A. Sarker: A Model-Based Decision Support Tool Using Fuzzy Optimization for Climate Change. 388-393
- Marcin S. Szczuka, Andrzej Janusz, Kamil Herba: Clustering of Rough Set Related Documents with Use of Knowledge from DBpedia. 394-403
- Marcin Szelag, Salvatore Greco, Jerzy Blaszczynski, Roman Slowinski: Case-Based Reasoning Using Dominance-Based Decision Rules. 404-413
- Zbigniew Suraj, Piotr Grochowalski: RoSetOn: The Open Project for Ontology of Rough Sets and Related Fields. 414-419
- Jyoti Y. Yadav, Vilas Kharat, Ashok Deshpande: Fuzzy Description of Air Quality: A Case Study. 420-427
- Yong Yang, Kan Tian, Zhengrong Chen: A Robust Face Recognition Method Based on AdaBoost, EHMM and Sample Perturbation. 428-433
- Xiaodong Yue, Duoqian Miao, Yufei Chen, Hongzhong Chen: Roughness Approach to Color Image Segmentation through Smoothing Local Difference. 434-439
- Lei Zhou: On Local Inclusion Degree of Intuitionistic Fuzzy Sets. 440-446
Special Session: Decision-Theoretic Rough Set Model
- Joseph P. Herbert, Jingtao Yao: Analysis of Data-Driven Parameters in Game-Theoretic Rough Sets. 447-456
- Xiuyi Jia, Weiwei Li, Lin Shang, Jiajun Chen: An Optimization Viewpoint of Decision-Theoretic Rough Set Model. 457-465
- Huaxiong Li, Xianzhong Zhou, Jiabao Zhao, Dun Liu: Attribute Reduction in Decision-Theoretic Rough Set Model: A Further Investigation. 466-475
- Dun Liu, Tian-rui Li, Decui Liang: A New Discriminant Analysis Approach under Decision-Theoretic Rough Sets. 476-485
- Mikhail Moshkov, Beata Zielosko: Construction of α-Decision Trees for Tables with Many-Valued Decisions. 486-494
- Xiao-Ping Yang, Haiguang Song, Tong-Jun Li: Decision Making in Incomplete Information System Based on Decision-Theoretic Rough Sets. 495-503
- Hong Yu, Zhanguo Liu, Guoyin Wang: Automatically Determining the Number of Clusters Using Decision-Theoretic Rough Set. 504-513
- Bing Zhou: A New Formulation of Multi-category Decision-Theoretic Rough Sets. 514-522
Special Session: Near Sets
- Marcin Wolski: Gauges, Pregauges and Completions: Some Theoretical Aspects of Near and Rough Set Approaches to Data. 559-568
Special Session: Quotient Space Theory
- Fu-gui He, Yanping Zhang, Jie Chen, Ling Zhang: Path Queries on Massive Graphs Based on Multi-granular Graph Partitioning. 569-578
- Chao Zhang, Yuan Zhang, Xiao-pei Wu: Audio Signal Blind Deconvolution Based on the Quotient Space Hierarchical Theory. 585-590
Special Session: Rough Sets in Process Mining
- Weibin Deng, Guoyin Wang, Shuangxia Yang, Feng Hu: A New Method for Inconsistent Multicriteria Classification. 600-609
- Alicja Wakulicz-Deja, Agnieszka Nowak-Brzezinska, Tomasz Jach: Inference Processes in Decision Support Systems with Incomplete Knowledge. 616-625
- Zbigniew Suraj, Krzysztof Pancerz: Synthesis of Synchronized Concurrent Systems Specified by Information Systems. 626-635
- Alicja Wakulicz-Deja, Agnieszka Nowak-Brzezinska, Tomasz Xieski: Efficiency of Complex Data Clustering. 636-641
Workshop: Advances in Granular Computing 2011
- Piotr Artiemjew: The Extraction Method of DNA Microarray Features Based on Experimental A Statistics. 642-648
- Avatharam Ganivada, Shubhra Sankar Ray, Sankar K. Pal: Fuzzy Rough Granular Self Organizing Map. 659-668
- Shen-Ming Gu, Wei-Zhi Wu: Knowledge Acquisition in Inconsistent Multi-scale Decision Systems. 669-678
- Pawan Lingras, Parag Bhalchandra, Satish Mekewad, Ravindra Rathod, Santosh Khamitkar: Comparing Clustering Schemes at Two Levels of Granularity for Mobile Call Mining. 696-705
- Aibao Luo, Xiuyi Jia, Lin Shang, Yang Gao, Yubin Yang: Granular-Based Partial Periodic Pattern Discovery over Time Series Data. 706-711
- Andrzej Skowron, Jaroslaw Stepaniuk: Approximations of Functions: Toward Rough Granular Calculus. 712-721
- Zehua Zhang, Duoqian Miao, Jin Qian: Hierarchical Qualitative Inference Model with Substructures. 753-762
- Igor Chikalov, Beata Zielosko: Decision Rules for Decision Tables with Many-Valued Decisions. 763-768
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