主要参考资料

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主要书籍

1. 张铃, 张钹,问题求解理论及应用——商空间粒度计算理论及应用(第2版),清华大学出版社,2007年3月(自备).

2. 张燕平、罗斌、姚一豫、苗夺谦、张铃、张钹. 商空间与粒计算——结构化问题求解理论与方法,科学出版社出版. 出版日期为:2010年7月.

学术文章

理论基础

Ling Zhang, Bo Zhang: Multi-Granular Computing and Quotient Structure. Encyclopedia of Complexity and Systems Science 2009: 5736-5745
Li-Quan Zhao, Ling Zhang: Advances in the Quotient Space Theory and its Applications. IJCINI 3(3): 39-50 (2009)
Ling Zhang, Bo Zhang,The thoery and application of tolerance relations. International Journal of Granular Computing, Rough Sets and Intelligent Systems. Volume 1, Number 2.2009 :179 – 189.
Yao, Y.Y., Integrative Levels of Granularity, in: A. Bargiela and W. Pedrycz (Eds.), Human-Centric Information Processing Through Granular Modelling, Springer-Verlag, Berlin, pp. 31-47, 2009.
Li-Quan Zhao, Ling Zhang: Measurement of granules. IEEE ICCI 2008: 462-467
Li-Quan Zhao, Ling Zhang: Model of Granular Computing. TMFCS 2008: 95-101
Ling Zhang and Bo Zhang Quotient Spaces and Granular Computing. Handbook of Granular Computing. Edited by Witold Pedrycz, Andrzej Skowron and Vladik Kreinovich 2008:411-425.
王国胤; 张清华; 不同知识粒度下粗糙集的不确定性研究. 计算机学报,2008.9
张清华; 王国胤; 刘显全; 分层递阶的模糊商空间结构分析 模式识别与人工智能 2008.5
Yao, Y.Y., Granular Computing: Past, Present and Future, 2008 IEEE International Conference on Granular Computing, pp. 80-85, 2008.
Yao, Y.Y., The Rise of Granular Computing, Journal of Chongqing University of Posts and Telecommunications (Natural Science Edition), Vol. 20, No. 3, pp. 299-308, 2008.
Yao, Y.Y., A Unified Framework of Granular Computing, in: Pedrycz, W., Skowron, A. and Kreinovich, V. (Eds.), Handbook of Granular Computing, Wiley, pp. 401-410, 2008.
Ling Zhang, Bo Zhang: Quotient Space Based Multi-granular Analysis. KSEM 2007: 17
Bo Zhang, Ling Zhang: Multi-modal and Multi-granular Learning. PAKDD 2007: 9-10
Yao, Y.Y., Granular computing for web intelligence and brain informatics, The 2007 IEEE/WIC/ACM International Conference on Web Intelligence, pp. xxvi-xxix, 2007.
Yao, Y.Y., The art of granular computing, Proceeding of the International Conference on Rough Sets and Emerging Intelligent Systems Paradigms, LNAI 4585, pp. 101-112, 2007.
Yao, Y.Y., The art of granular computing (in Chinese), in: Miao, D., Wang, G.Y., Liu, Q., Lin, T.Y. and Yao, Y.Y. (Eds.) Granular Computing: Past, Present, and the Future Perspectives, Academic Press, Beijing, China, 2007, pp. 1-20.
Yao, Y.Y., Structured writing with granular computing strategies, 2007 IEEE International Conference on Granular Computing, pp. 72-77, 2007.
赵立权,方宏彬,汤旭清,张铃. 粒度计算方法. 计算机工程与应用, 2006
Yao, Y.Y., Three perspectives of granular computing, The Proceedings, International Forum on Theory of GrC from Rough Set Perspective, Journal of Nanchang Institute of Technology, Vol. 25, No. 2, pp. 16-21, 2006.
Yao, Y.Y. Granular computing for data mining, Proceedings of SPIE Conference on Data Mining, Intrusion Detection, Information Assurance, and Data Networks Security, Dasarathy, B.V. (Ed.), pp. 1-12 (624105), 2006.
Chen, Y.H. and Yao, Y.Y., Multiview intelligent data analysis based on granular computing, Proceedings of 2006 IEEE International Conference on Granular Computing. IEEE Computer Society, pp. 281-286, 2006.
Zhao, Y., Yao, Y.Y. and Yao, J.T., Level-wise construction of decision trees for classification, International Journal of Software Engineering and Knowledge Engineering, Vol. 16, No. 1, pp. 103-123, 2006.
Yao, Y.Y. and Zhou, B. A logic language of granular computing, Proceedings 6th IEEE International Conference on Cognitive Informatics, pp. 178-185, 2006.
Li-Quan Zhao, Ling Zhang, Bo Zhang: Granular Analysis of Time Sequence Based on Quotient Space. CIMCA/IAWTIC 2006: 69
Li-Quan Zhao, Ling Zhang: Research in Quotient Space Theory Based on Structure. IEEE ICCI 2006: 309-313
Ling Zhang, Bo Zhang: Hierarchical Machine Learning - A Learning Methodology Inspired by Human Intelligence. RSKT 2006: 28-30
Li-Quan Zhao, Ling Zhang: Advances in the Quotient Space Theory and Its Applications. RSKT 2006: 363-370
Ling Zhang, Bo Zhang: Quotient Space Based Cluster Analysis. Foundations and Novel Approaches in Data Mining 2006: 259-269
Hongbin Fang, Ling Zhang: Semi-order structure fusion model of quotient spaces under the condition of inconsistency information. GrC 2005: 149-152
Shu Zhao, Yanping Zhang, Ling Zhang, Jie Chen, Zhong Wan, Ying-chun Zhang, Chen-xi Zhang: The quotient structure in granule computing. GrC 2005: 359-362
Ling Zhang, Bo Zhang: Quotient space based multi-granular computing. GrC 2005: PL81-83.
Ling Zhang, Bo Zhang: The Quotient Space Theory of Problem Solving. RSFDGrC 2003: 11-15
Yao, Y.Y., Liau, C.-J. and Zhong, N. Granular computing based on rough sets, quotient space theory, and belief functions, Foundations of Intelligent Systems, LNAI 2871, Zhong, N. Ras, Z.W., Tsumoto, S. and Suzuki, E. (Eds), The 14th International Symposium, 152-159, 2003.
Lunwen Wang, Ying Tan, Ling Zhang: A Granular Analysis Method in Signal Processing. ICNC (2) 2005: 501-507
Lunwen Wang, Ying Tan, Ling Zhang: Constructive Fuzzy Neural Networks and Its Application. ISNN (1) 2005: 440-445
Ling Zhang, Tao Wu, Yanping Zhang: A Kernel Function Method in Clustering. PAKDD 2005: 38-42
Ling Zhang, Bo Zhang: Fuzzy reasoning model under quotient space structure. Inf. Sci. 173(4): 353-364 (2005)
Ling Zhang, Bo Zhang: The structure analysis of fuzzy sets. Int. J. Approx. Reasoning 40(1-2): 92-108 (2005)
Ling Zhang, Bo Zhang: A Quotient Space Approximation Model of Multiresolution Signal Analysis. J. Comput. Sci. Technol. 20(1): 90-94 (2005)
Yao, Y.Y., Perspectives of Granular Computing, Proceedings of 2005 IEEE International Conference on Granular Computing, Vol. 1, pp. 85-90, 2005.
张燕平,张铃,吴涛. 不同粒度世界的描述法—商空间法. 计算机学报, 2004
Yao, Y.Y., Granular Computing, Computer Science (Ji Suan Ji Ke Xue), Vol. 31, pp. 1-5, 2004, Proceedings of The 4th Chinese National Conference on Rough Sets and Soft Computing.
Yao, Y.Y., A partition model of granular computing, LNCS Transactions on Rough Sets I, LNCS 3100, pp. 232-253, 2004.
Yao, Y.Y. Concept formation and learning: a cognitive informatics perspective, Proceedings of the 3rd IEEE International Conference on Cognitive Informatics, pp. 42-51 2004.
Ling Zhang, Bo Zhang: The Quotient Space Theory of Problem Solving. Fundam. Inform. 59(2-3): 287-298 (2004)
张铃,张钹 模糊商空间理论(模糊粒度计算方法)- 软件学报, 2003

理论应用

Ling Zhang, Fu-gui He, Yanping Zhang, Shu Zhao: A New Algorithm for Optimal Path Finding in Complex Networks Based on the Quotient Space. Fundam. Inform. 93(4): 459-469 (2009)
朱晓然; 赵荣珍; 黄义仿; 商空间理论及其在故障诊断中的应用 兰州理工大学学报 2008.1
Chen, Y.H. and Yao, Y.Y., A multiview approach for intelligent data analysis based on data operators,International Journal of Information Sciences, Vol 178, No. 1, pp 1-20, 2008.
程伟,石扬,张燕平. 商空间理论在产量预测中的应用. 计算机工程与应用, 2007.
Xue-jun Li, Long-shu Li, Ling Zhang, Yi Xu: A Novel Representation of Concept Hierarchy Based on Quotient Space Model. FSKD (1) 2007: 567-571
张向荣; 谭山; 焦李成; 基于商空间粒度计算的SAR图像分类 计算机学报 2007.3
谢克明; 逯新红; 陈泽华; 粒计算的基本问题和研究 计算机工程与应用 2007.16
王国胤; 张清华; 胡军; 粒计算研究综述 智能系统学报 2007.6
张持健,李旸, 陈万里,张铃. 商空间下模糊系统性能一致性(鲁棒性) 分析. 控制理论与应用, 2006
方宏彬,赵立权,周瑛,张铃. 鞅在学习样本选择中的应用- 计算机工程与应用, 2006 .
郑艺泉; 谢维波; 商空间理论的Hough变换直线提取 华侨大学学报(自然科学版), 2006.2
熊凤兰; 郑素华; 刘晓东; t模糊等价关系与t模糊商空间 中国海洋大学学报(自然科学版), 2006.5
赵鹏; 蔡庆生; 耿焕同; 于琨; 基于商空间模型的CBR系统 计算机工程 2006.24
刘岩; 李友一; 陈占军; 葛文奇; 基于商空间理论的模糊控制在航空相机中的应用 南京航空航天大学学报 2006.S1
刘仁金; 黄贤武; 图像分割的商空间粒度原理 计算机学报, 2005.10
张铃,张钹.基于商空间粒度计算的系统性能分析方法- 计算机科学, 2004
毛军军,张铃,许义生. 基于商空间和信息粒度的Fuzzy 聚类分析- 运筹与管理, 2004
毛军军,郑婷婷,张铃. 基于商空间理论的生物序列比较模型- 计算机工程与应用, 2004
徐峰,张铃,王伦文.基于商空间理论的模糊粒度计算方法- 模式识别与人工智能, 2004
吴涛,夏莹,段震,陈传明,张媛,张铃. 基于商空间的支持向量机方法- 计算机科学, 2004
段震,夏莹,吴涛,陈传明,张媛,张铃. 基于商空间理论的车牌定位- 计算机科学, 2004
刘仁金; 黄贤武; 孟静; 仲兴荣; 基于商空间的纹理图像分割 计算机应用 2004.7
李道国; 苗夺谦; 张红云; 粒度计算的理论、模型与方法 复旦学报(自然科学版), 2004.5
刘贵龙; 粗集商空间的格论性质 计算机工程与科学 2004.12
张旻; 吴涛; 王伦文; 程家兴; 商空间粒度计算理论在数据库和数据仓库中应用 计算机工程与应用 2003.17

相关学位论文

1. 赵立权 粒度计算的模型研究[博士论文] 合肥:安徽大学,2007 (导师:张铃)
2. 李旸 基于粒度计算智能的计算机网络路由研究[博士论文] 合肥:安徽大学,2007 (导师:张铃)
3. 赵姝 计算智能及其在气象信息分析中的应用[博士论文] 合肥:安徽大学,2007 (导师:张铃)
4. 毛军军 基于商空间粒度理论的商分形模型及其应用[博士论文] 合肥:安徽大学,2006 (导师:张铃)
5. 方宏彬 粒度计算中的不确定性问题研究[博士论文] 合肥:安徽大学,2006 (导师:张铃)
6. 张持健 商空间下模糊系统与模糊控制的问题求解[博士论文] 合肥:安徽大学,2005 (导师:张铃)
7. 张燕平 基于商空间的构造性数据挖掘方法及应用[博士论文] 合肥:安徽大学,2003 (导师:张铃)
8. 刘勇 基于粒度计算的知识发现研究及其应用[博士论文] 杭州:浙江大学,2006 (导师:潘云鹤)
9. 王金龙 全局和局部相结合的数据挖掘方法及应用研究[博士论文] 杭州:浙江大学,2007 (导师:潘云鹤)
10. 杨为民 基于场论的信息检索模型的研究[博士论文] 合肥:安徽大学,2007 (导师:吴建国 李龙澍)
11. 何英华 模式分类与视觉导航中的分层数据处理研究[博士论文] 北京:清华大学,2005 (导师:张钹)
12. 邱桃荣 面向本体学习的粒计算方法研究 [博士论文] 北京:北京交通大学,2009 (导师:黄厚宽 刘清)
13. 郑婷婷 随机商分形模型及其在蛋白质分析中的应用[博士论文] 合肥:安徽大学,2007(导师:程家兴)
14. 郑征 相容粒度空间模型及其应用研究 [博士论文] 北京:中科院计算所,2006(导师:史忠植)
15 陈万里 基于商空间理论和粗糙集理论的粒计算模型研究[博士论文] 合肥:安徽大学,2005(导师:程家兴)
16. 刘仁金 基于商空间的纹理图象分割研究[博士论文] 合肥:安徽大学,2005(导师:黄贤武)
17. 吴俊 视像概念检测中在线学习算法研究[博士论文] 北京:清华大学,2008 (导师:张钹)
18. 耿志强 流程工业粒度数据挖掘技术研究与应用[博士论文] 北京:北京化工大学,2005(导师:朱群雄)
19. 张剑 多粒度免疫网络研究及应用 [博士论文]西北工业大学,2005(导师:何华灿)
20. 袁进辉.利用结构信息的可视媒体内容分析方法研究[博士学位论文]. 北京:清华大学. 2008
21. 张清华. 分层递阶粒计算理论及其应用研究[博士学位论文], 成都: 西南交通大学, 2009
22. Keet, C.M. A Formal Theory of Granularity [PhD Thesis]. Italy: Free University of Bozen-Bolzano, 2008.