Review on Application of Rough Set Theory

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Rough set theory has found an increasingly wide utilization since it was promoted in 1980s.And study on the application of rough set theory in every field has a great development in recent years. Application of rough set theory in attribute reduction, continuous attributes discretization, and uncertainty measuring, as well as application of information entropy in rough set theory are reviewed in this paper. What we will do next is to probe further into the application of information entropy in rough set theory.

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Advanced Materials Research (Volumes 694-697)

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2905-2909

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May 2013

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© 2013 Trans Tech Publications Ltd. All Rights Reserved

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[1] Lijuan Hou, Hongwen Yan. Journal of Computer Engineering and Design, (2008)

Google Scholar

[2] Zhiqiang He, Xishan Wen, Xu Chen. Journal of High-Voltage Technology, (2006)

Google Scholar

[3] Tengfei Zhang, Xihuai Wang, Yinzhong Ye, Jianmei Xiao. Journal of Shanghai Maritime University, (2005)

Google Scholar

[4] Huiwen Zhao, Genbiao Zhu, Conge Zhang. Journal of Information Engineering University, (2005)

Google Scholar

[5] Tianle Tan, Zhihuan Song, Ping Li. Journal of Zhejiang University(Engineering Science), (2003)

Google Scholar

[6] Shu H C, Sun X F, Si D J. A new method for locating faults on transmission lines based on rough set and FNN. In: Proc of IEEE International Conference on Power System Technology, 2002,2584-2588

DOI: 10.1109/icpst.2002.1047253

Google Scholar

[7] Qi Xu, Yongsheng Li, Yuelin Zhan. Journal of Nanjing University of Technology, (2004)

Google Scholar

[8] Hu T, Lu B C, Chen G J. A rotary machinery fault diagnosis approach based on rough sets theory.In: Proc of the 3th World Congress on Intelligent Control and Automation. 2000,685-689

DOI: 10.1109/wcica.2000.860062

Google Scholar

[9] Wang Q H, Li J R. Journal of Engineering Applications of Artificial Intelligence, (2004)

Google Scholar

[10] Jingmei Zhai. Journalo of Machine tool & hydraulics, (2002)

Google Scholar

[11] Miao D. Q. , Wang J. An information-based algorithm for reduction of knowledge. In: IEEE ICIP'97[C]. 1997,1155~1158

Google Scholar

[12] Liyun Chang, Guoyin Wang, Yu Wu. Journal of Software, (1999)

Google Scholar

[13] Man Li. Journal of Changchun University, (2004)

Google Scholar

[14] Hong Li. Journal of Computer Engineering and Applications, (2005)

Google Scholar

[15] Jiye Liang, Deyu Li. Journal of Engineering Mathematics, (2000)

Google Scholar

[16] Yurong Li, Bin Qiao, Jingping Jiang. Journal of circuits and systems, (2002)

Google Scholar

[17] Ling Zhou, Kexue Li. Journal of Zhengzhou University of Light Industry(Natural Science), (2007)

Google Scholar

[18] Shouzhen Ding, Lin Sang, Quanying Zhu, Haitao Di. Journal of Computer Engineering and Applications, (2007)

Google Scholar

[19] Bin Han, Tiejun Wu, Minghui Yang. Journal of circuits and systems, (2002)

Google Scholar

[20] Yanli Sang. Journal of Shanxi Normal University(Natural Science Edition), (2005)

Google Scholar

[21] Qinlan J R. Programs for Machine Learning. Morgan Kaufmann Publishers, 1993,170-247

Google Scholar

[22] Pawlak Z. Rough Set: Theoretical Aspects of Reasoning about Data. London: Kluwer Academic Publishers, 1991,1-51

Google Scholar

[23] Hong Xie, Haozhong Cheng, Dongxiao Niu. Journal of Computer, (2005)

Google Scholar

[24] Chmielewski M R, Grzymala-Busse J W. International Journal of Approximate Reasoning, (1996)

Google Scholar

[25] Nguyen H. S.. Some efficient algorithms for rough set methods. In: Proceedings of the conference of Information Processing and Management of Uncertainty in Knowledge-Based Systems, Granada, Spain, 1996,1451-1456

Google Scholar

[26] Susmaga R.. Intelligent Data Analysis, 1997,1(4):157-179

Google Scholar

[27] Lijuan Hou, Guoyin Wang, Neng Nie, Yu Wu.Journal of Computer Science, (2000)

Google Scholar

[28] Dai Jian-Hua, LiYuan-Xiang. Study on discretization based on rough set theory. In: Proceedings of the first International Conference on Machine Learning and Cybernetics, Beijing, 2002,1371-1373

DOI: 10.1109/icmlc.2002.1167430

Google Scholar

[29] Guoyin Wang. Rough Set Theory and Knowledge Acquisition(In Chinese). Xi'an: Xi'an Jiaotong University Press, (2001)

Google Scholar

[30] Chen Cai-Yun, Li Zhi-Guo, Qiao Sheng-Yong, Wen Shuo-Pin. Study on discretization in rough set based on genetic algorithm. In: Proceedings of the Second International Conference on Machine Learning and Cybernetics, Xi'an, 2003, 1430-1434

DOI: 10.1109/icmlc.2003.1259717

Google Scholar

[31] Huang Jin-Jie, Li Shi-Yong. A GA-based approach to rough data model. In: Proceedings of the 5th World Congress on Intelligent Control and Automation, Hangzhou. 2004,1880-1884

Google Scholar

[32] Zhenqiang Bao, Ningsheng Wang, Bin Li. Journal of Mathematics in practice and theory, (2003)

Google Scholar

[33] Yaqun He, Shousong Hu. Journal of Transactions of Nanjing University of Aeronautics & Astronautics, (2003)

Google Scholar

[34] Xingsheng Li. Journal of Pattem Recognition and Aitificial Intelligence, (2003)

Google Scholar

[35] Roy A., Pal S.K. Pattern Recognition Letters, 2003,24(6):895-902

Google Scholar

[36] Wang Li-Hong, Zhang Shu-Cui, Fan Hui, Wu Geng-Feng. The information granulation in discretization. In: Proceedings of the Second International Conference on Machine Learning and Cybernedcs, Xi'an, 2003, 2620-2623

DOI: 10.1109/icmlc.2003.1259971

Google Scholar

[37] Li Meng-Xin, Wu Cheng-Dong, Han Zhong-Hua, Yue Yong. A hierarchical clustering method for attribute discretization in rough set theory. In: Proceedings of the third International Conference on Machine Learning and Cybernetics, Shanghai, 2004, 3650-3654

DOI: 10.1109/icmlc.2004.1380437

Google Scholar

[38] Shen L. , Tay E.H.. Intelligent Data Analysis, 2001,5(5): 431-438

Google Scholar

[39] Tay E.H., Shen L.. IEEE Transactions on Knowledge and Data Engineering, 2002,14(3):666-670

Google Scholar

[40] Su Chao-Ton, Hsu Jyh-Hwa. IEEE Transactions on Knowledge and Data Engineering, 2005,17(3):437-441

DOI: 10.1109/tkde.2005.39

Google Scholar

[41] Xiangyang Wang, Nian Cai, Jie Yang, Xiaojun Liu. Journal of Shanghai Jiaotong University, (2006)

Google Scholar

[42] Yurong Li, Bin Qiao, Jingping Jiang. Journal of Computer Science, (2002)

Google Scholar

[43] Jian Li, Kaiquan Li. Journal of Systems Engineering and Electronics, (2008)

Google Scholar

[44] Duoqian Miao, Daoguo Li. Rough Sets Theory Algorithms and Application(In Chinese). Beijing:Tsinghua University Press, (2008)

Google Scholar

[45] Roman Slowinski, Daniel Vanderpooten. Similarity relation as a basis for rough approximations. Advances in Machine Intelligence and Soft Computing, Book wrights, Raleigh NC, 1997.17-33

Google Scholar

[46] Kryszkiewwica M. Information Sciences, 1998,112:39-49

Google Scholar

[47] Salvatore Greco. European Journal of Operational Research. 2001,129:1-47

Google Scholar

[48] Zhifeng Ma, Hancheng Xing, Xiaomei Zheng.Journal of Computer Engineering and Application, (2000)

Google Scholar

[49] Marzena Krysszkiewicz. Information Sciences. 1999,113:271-292

Google Scholar

[50] Jiye Liang, Xiaowei Meng. Journal of Shanxi University (Natural Science Edition), (2002)

Google Scholar

[51] Dan Hu, Zhiwen Mo. Journal of Sichuan Normal University(Natural Science), (2002)

Google Scholar

[52] Yonghong Shen, Faxing Wang. Journal of Computer Engineering and Applicaiton, (2008)

Google Scholar

[53] Hua Yan. Journal of Modern Manufacturing Engineering, (2009)

Google Scholar

[54] Jiye Liang, Deyu Li. Uncertainty in Information System and Knowledge Acquisition(In Chinese). Beijing: Science Press, (2005)

Google Scholar

[55] Fang Zheng, Yunzhi Wu, Xiaoshu Hang. Journal of Computer Engineering and Application, (2004)

Google Scholar

[56] Baoli Wang, Jiye Liang. Journal of Computer Science, (2007)

Google Scholar

[57] Yong Liu, Xiangqian Ding. Journal of Computer Applicaiton, (2005)

Google Scholar

[58] Yusheng Cheng, Yousheng Zhang, Xuegang Hu. Journal of System Simulation, (2007)

Google Scholar