dblp: 15. RSFDGrC 2015: Tianjin, China (original) (raw)

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  • Rough Sets: The Experts Speak
  • Generalized Rough Sets
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  • Rough and Fuzzy Hybridization
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  • IJCRS 2015 Data Challenge

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    Yiyu Yao, Qinghua Hu, Hong Yu, Jerzy W. Grzymala-Busse:
    Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - 15th International Conference, RSFDGrC 2015, Tianjin, China, November 20-23, 2015, Proceedings. Lecture Notes in Computer Science 9437, Springer 2015, ISBN 978-3-319-25782-2

Rough Sets: The Experts Speak

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    Jiye Liang:
    Decision-Oriented Rough Set Methods. 3-12
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    Dominik Slezak:
    On Generalized Decision Functions: Reducts, Networks and Ensembles. 13-23
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    Shusaku Tsumoto, Shoji Hirano:
    Formalization of Medical Diagnostic Rules. 24-35
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    Guoyin Wang, Ji Xu, Qinghua Zhang, Yuchao Liu:
    Multi-granularity Intelligent Information Processing. 36-48
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    Ning Zhong, Jiajin Huang:
    Granular Structures Induced by Interval Sets and Rough Sets. 49-60

Generalized Rough Sets

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    Jerzy Blaszczynski, Yoshifumi Kusunoki, Masahiro Inuiguchi, Roman Slowinski:
    Empirical Risk Minimization for Variable Consistency Dominance-Based Rough Set Approach. 63-72
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    Shen-Ming Gu, Ya-Hong Wan, Wei-Zhi Wu, Tong-Jun Li:
    Rough Set Approximations in Multi-scale Interval Information Systems. 73-81
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    Caihui Liu, Meizhi Wang, Yanfei Dai, Yueli Luo:
    A New Subsystem-Based Definition of Generalized Rough Set Model. 82-89
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    Yanfang Liu, William Zhu:
    A Comparison of Two Types of Covering-Based Rough Sets Through the Complement of Coverings. 90-101
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    Keyun Qin, Bo Li:
    On the Nearness Measures of Near Sets. 102-111
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    Mauricio Restrepo, Jonatan Gómez:
    Topological Properties for Approximation Operators in Covering Based Rough Sets. 112-123

Rough Sets and Graphs

Rough and Fuzzy Hybridization

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    Yanyong Huang, Tianrui Li, Shi-Jinn Horng:
    Dynamic Maintenance of Rough Fuzzy Approximations with the Variation of Objects and Attributes. 173-184
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    Richard Jensen, Sarah Vluymans, Neil Mac Parthaláin, Chris Cornelis, Yvan Saeys:
    Semi-Supervised Fuzzy-Rough Feature Selection. 185-195
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    Zbigniew Suraj:
    Modified Generalised Fuzzy Petri Nets for Rule-Based Systems. 196-206
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    Xiaoxue Wang, Shuang An, Hong Shi, Qinghua Hu:
    Fuzzy Rough Decision Trees for Multi-label Classification. 207-217
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    Wei-Zhi Wu, You-Hong Xu, Tong-Jun Li, Xia Wang:
    Axiomatic Characterizations of Reflexive and T T -Transitive I I -Intuitionistic Fuzzy Rough Approximation Operators. 218-229

Granular Computing

Data Mining and Machine Learning

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    Piotr Artiemjew:
    The Boosting and Bootstrap Ensemble for Classifiers Based on Weak Rough Inclusions. 267-277
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    Na Jiao:
    Extraction of Off-Line Handwritten Characters Based on a Soft K-Segments for Principal Curves. 278-285
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    Xiangping Kang, Duoqian Miao, Na Jiao:
    A Knowledge Acquisition Model Based on Formal Concept Analysis in Complex Information Systems. 286-297
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    Malgorzata Przybyla-Kasperek:
    The Borda Count, the Intersection and the Highest Rank Method in a Dispersed Decision-Making System. 298-309
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    Seiki Ubukata, Taro Miyazaki, Akira Notsu, Katsuhiro Honda, Masahiro Inuiguchi:
    An Ensemble Learning Approach Based on Missing-Valued Tables. 310-321
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    Yuan-Ting Yan, Yan-Ping Zhang, Xiu-Quan Du:
    Multiple-Side Multiple-Learner for Incomplete Data Classification. 322-331
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    Wenyuan Yang, Bufang Zhou, William Zhu:
    Sparse Matrix Feature Selection in Multi-label Learning. 332-339
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    Weibin Zhao, Mengting Xu, Xiuyi Jia, Lin Shang:
    A Classification Method for Imbalanced Data Based on SMOTE and Fuzzy Rough Nearest Neighbor Algorithm. 340-351

Three-Way Decisions

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    Guoshun Huang, Yiyu Yao:
    Region Vector Based Attribute Reducts in Decision-Theoretic Rough Sets. 355-365
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    Xiuyi Jia, Lin Shang:
    How to Evaluate Three-Way Decisions Based Binary Classification? 366-375
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    Hengrong Ju, Xibei Yang, Pei Yang, Huaxiong Li, Xianzhong Zhou:
    A Moderate Attribute Reduction Approach in Decision-Theoretic Rough Set. 376-388
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    Yangyang Liu, Jiucheng Xu, Lin Sun, Lina Du:
    Decisions Tree Learning Method Based on Three-Way Decisions. 389-400
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    WenBin Pei, He Lin, Li Li:
    Multi-decision-makers-based Monotonic Variable Consistency Rough Set Approach with Multiple Attributes and Criteria. 401-413
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    Yan Zhang, Jingtao Yao:
    Determining Three-Way Decision Regions by Combining Gini Objective Functions and GTRS. 414-425

IJCRS 2015 Data Challenge

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    Andrzej Janusz, Marek Sikora, Lukasz Wróbel, Sebastian Stawicki, Marek Grzegorowski, Piotr Wojtas, Dominik Slezak:
    Mining Data from Coal Mines: IJCRS'15 Data Challenge. 429-438
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    Marc Boullé:
    Prediction of Methane Outbreak in Coal Mines from Historical Sensor Data under Distribution Drift. 439-451
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    Marek Grzegorowski, Sebastian Stawicki:
    Window-Based Feature Engineering for Prediction of Methane Threats in Coal Mines. 452-463
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    Petre Lameski, Eftim Zdravevski, Riste Mingov, Andrea Kulakov:
    SVM Parameter Tuning with Grid Search and Its Impact on Reduction of Model Over-fitting. 464-474
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    Krzysztof Pawlowski, Karol Kurach:
    Detecting Methane Outbreaks from Time Series Data with Deep Neural Networks. 475-484
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    Dymitr Ruta, Ling Cen:
    Self-Organized Predictor of Methane Concentration Warnings in Coal Mines. 485-493
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    Adam Zagorecki:
    Prediction of Methane Outbreaks in Coal Mines from Multivariate Time Series Using Random Forest. 494-500

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