[1]车晓雅,李磊军,米据生.基于证据理论刻画多粒度覆盖粗糙集的数值属性[J].智能系统学报,2016,11(4):481-486.[doi:10.11992/tis.201606011]
 CHE Xiaoya,LI Leijun,MI Jusheng.Evidence-theory-based numerical characterization of multi-granulation covering rough sets[J].CAAI Transactions on Intelligent Systems,2016,11(4):481-486.[doi:10.11992/tis.201606011]
点击复制

基于证据理论刻画多粒度覆盖粗糙集的数值属性

参考文献/References:
[1] PALAWK Z. Rough set[J]. International journal of computer & information sciences, 1982, 11(5):341-356.
[2] CHEN Degang, KWONG S, HE Qiang, et al. Geometrical interpretation and applications of membership functions with fuzzy rough sets[J]. Fuzzy sets and systems, 2012, 193:122-135.
[3] LIANG Jiye, CHIN K S, Dang Chuangyin, et al. A new method for measuring uncertainty and fuzziness in rough set theory[J]. International journal of general systems, 2002, 31(4):331-342.
[4] LIANG Jiye, WANG Feng, DANG Chaungyin, et al. A group incremental approach to feature selection applying rough set technique[J]. IEEE transactions on knowledge and data engineering, 2014, 26(2):294-308.
[5] TAN Anhui, LI Jinjin, LIN Guoping. Extended results on the relationship between information systems[J]. Information sciences, 2015, 290:156-173.
[6] BONIKOWSKI Z, BRYNIARSKI E, WYBRANIEC-SKARDOWSKA U. Extensions and intentions in the rough set theory[J]. Information sciences, 1998, 107(1/2/3/4):149-167.
[7] FENG Tao, MI Jusheng, WU Weizhi. Covering-based generalized rough fuzzy sets[M]//WANG Guoying, PETERS J F, SKOWRON A, et al. Rough Sets and Knowledge Technology. Berlin Heidelberg:Springer, 2006:208-215.
[8] QIAN Y H, LIANG J Y. Rough set method based on multi-granulations[C]//Proceedings of the 5th IEEE International Conference on Cognitive Informatics. Beijing:IEEE, 2006:297-304.
[9] 徐伟华, 刘士虎, 张文修. 一般二元关系下信息系统知识的粒度描述[J]. 计算机工程与应用, 2011, 47(18):40-44. XU Weihua, LIU Shihu, ZHANG Wenxiu. Granularity representation of knowledge in information system based on general binary-relation[J]. Computer engineering and applications, 2011, 47(18):40-44.
[10] QIAN Yuhua, LIANG Jiye, YAO Yiyu, et al. MGRS:a multi-granulation rough set[J]. Information sciences, 2010, 180(6):949-970.
[11] LIU Caihui, MIAO Duoqian, QIAN Jin. On multi-granulation covering rough sets[J]. International journal of approximate reasoning, 2014, 55(6):1404-1418.
[12] DEMPSTER A P. Upper and lower probability inferences based on a sample from a finite univariate population[J]. Biometrika, 1967, 54(3/4):515-528.
[13] SHAFER G. A mathematical theory of evidence[J]. Technometrics, 1978, 20(1):242.
[14] LIN Guoping, LIANG Jiye, QIAN Yuhua. An information fusion approach by combining multigranulation rough sets and evidence theory[J]. Information sciences, 2015, 314:184-199.
[15] 林国平. 覆盖广义粗糙集与信任函数[J]. 漳州师范学院学报:自然科学版, 2010(2):1-4. LIN Guoping. Connections between covering generization rough set and dempster-shafer theory of evidence[J]. Journal of Zhangzhou normal university:natural science, 2010(2):1-4.
[16] WU Weizhi, MI Jushneg. Knowledge reduction in incomplete information systems based on dempster-shafer theory of evidence[M]//WANG Guoying, PETERS J F, SKOWRON A, et al. Rough Sets and Knowledge Technology. Berlin Heidelberg:Springer, 2006:254-261.
[17] YAO Y Y, LINGRAS P J. Interpretations of belief functions in the theory of rough sets[J]. Information sciences, 1998, 104(1/2):81-106.
[18] CHEN Degang, ZHANG Xiaoxia, LI Wanlu. On measurements of covering rough sets based on granules and evidence theory[J]. Information sciences, 2015, 317:329-348.
[19] CHEN Degang, LI Wanlu, ZHANG Xiao, et al. Evidence-theory-based numerical algorithms of attribute reduction with neighborhood-covering rough sets[J]. International journal of approximate reasoning, 2014, 55(3):908-923.
[20] WU Weizhi, LEUNG Y, ZHANG Wenxiu. Connections between rough set theory and Dempster-Shafer theory of evidence[J]. International journal of general systems, 2002, 31(4):405-430.
[21] 吴伟志, 米据生, 李同军. 无限论域中的粗糙近似空间与信任结构[J]. 计算机研究与发展, 2012, 49(2):327-336. WU Weizhi, MI Jusheng, LI Tongjun. Rough approximation spaces and belief structures in infinite universes of discourse[J]. Journal of computer research and development, 2012, 49(2):327-336.
[22] TAN Anhui, WU Weizhi, LI Jinjin, et al. Evidence-theory-based numerical characterization of multi-granulation rough sets in incomplete information systems[J]. Fuzzy sets and systems, 2016, 294:18-35.
[23] ZAKOWSKI B W. Approximations in the space (u, π)[J]. Demonstratio mathematica, 1983, 16(3):761-769.
相似文献/References:
[1]余华平,郭梅.面向管道系统的无线传感器网络三维节点部署算法[J].智能系统学报,2013,8(4):333.[doi:10.3969/j.issn.1673-4785.201304025]
 YU Huaping,GUO Mei.The research of three-dimensional node deployment of wireless sensor network for pipeline systems[J].CAAI Transactions on Intelligent Systems,2013,8():333.[doi:10.3969/j.issn.1673-4785.201304025]
[2]汤建国,汪江桦,韩莉英,等.基于覆盖粗糙集的语言动力系统[J].智能系统学报,2014,9(2):229.[doi:10.3969/j.issn.1673-4785.201307018]
 TANG Jianguo,WANG Jianghua,HAN Liying,et al.Linguistic dynamic systems based on covering-based rough sets[J].CAAI Transactions on Intelligent Systems,2014,9():229.[doi:10.3969/j.issn.1673-4785.201307018]
[3]韦碧鹏,吕跃进,李金海.α优势关系下粗糙集模型的属性约简[J].智能系统学报,2014,9(2):251.[doi:10.3969/j.issn.1673-4785.201307012]
 WEI Bipeng,Lü Yuejin,LI Jinhai.Attribute reduction based on the rough set model under α dominance relation[J].CAAI Transactions on Intelligent Systems,2014,9():251.[doi:10.3969/j.issn.1673-4785.201307012]
[4]刘财辉,蔡克参.元素最小描述并集下的多粒度覆盖粗糙集模型[J].智能系统学报,2016,11(4):534.[doi:10.11992/tis.201605034]
 LIU Caihui,CAI Kecan.Multigranulation covering rough sets based on the union of minimal descriptions of elements[J].CAAI Transactions on Intelligent Systems,2016,11():534.[doi:10.11992/tis.201605034]
[5]王映龙,曾淇,钱文彬,等.变精度下不完备邻域决策系统的属性约简算法[J].智能系统学报,2017,12(3):386.[doi:10.11992/tis.201705027]
 WANG Yinglong,ZENG Qi,QIAN Wenbin,et al.Attribute reduction algorithm of the incomplete neighborhood decision system with variable precision[J].CAAI Transactions on Intelligent Systems,2017,12():386.[doi:10.11992/tis.201705027]
[6]胡霞,费鹏,杜卫锋.集族等价与基于粒的下近似算子研究[J].智能系统学报,2018,13(2):327.[doi:10.11992/tis.201607018]
 HU Xia,FEI Peng,DU Weifeng.On collections equivalence and the granule based lower approximation operators[J].CAAI Transactions on Intelligent Systems,2018,13():327.[doi:10.11992/tis.201607018]
[7]刘盾,李天瑞,梁德翠,等.三支决策的时空性[J].智能系统学报,2019,14(1):141.[doi:10.11992/tis.201804045]
 LIU Dun,LI Tianrui,LIANG Decui,et al.Temporality and spatiality of three-way decisions[J].CAAI Transactions on Intelligent Systems,2019,14():141.[doi:10.11992/tis.201804045]
[8]刘盾,李天瑞,杨新,等.三支决策-基于粗糙集与粒计算研究视角[J].智能系统学报,2019,14(6):1111.[doi:10.11992/tis.201905039]
 LIU Dun,LI Tianrui,YANG Xin,et al.Three-way decisions: research perspectives for rough sets and granular computing[J].CAAI Transactions on Intelligent Systems,2019,14():1111.[doi:10.11992/tis.201905039]
[9]何强,张娇阳.核对齐多核模糊支持向量机[J].智能系统学报,2019,14(6):1163.[doi:10.11992/tis.201904050]
 HE Qiang,ZHANG Jiaoyang.Kernel-target alignment multi-kernel fuzzy support vector machine[J].CAAI Transactions on Intelligent Systems,2019,14():1163.[doi:10.11992/tis.201904050]

备注/Memo

收稿日期:2016-06-03。
基金项目:国家自然科学基金项目(61573127,61502144,61300121,6147 2463);河北省自然科学基金项目(A2014205157);河北省高校创新团队领军人才培育计划项目(LJRC022);河北省高校自然科学基金项目(QN2016133);河北师范大学博士科学基金项目(L2015B01);河北省教育厅研究生创新项目(sj2015001).
作者简介:车晓雅,女,1991年生,硕士研究生,主要研究方向为人工智能的数学基础;李磊军,男,1985年生,讲师,博士,主要研究方向为粗糙集,概念格,粒计算与集成学习等,已发表学术论文10余篇,其中被SCI检索5篇。
通讯作者:车晓雅.E-mail:chexiaoya@163.com.

更新日期/Last Update: 1900-01-01
Copyright © 《 智能系统学报》 编辑部
地址:(150001)黑龙江省哈尔滨市南岗区南通大街145-1号楼 电话:0451- 82534001、82518134 邮箱:tis@vip.sina.com