刘盾

教授

博士生导师 硕士生导师

学历:博士研究生毕业

学位:管理学博士学位

办公地点:成都市二环路北一段111号

毕业院校:西南交通大学

所在单位:经济管理学院

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论文成果

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代表性论文

2022年

[1]. Liu Dun, Chen Qinxia. A novel three-way decision model with DEA method. International Journal of Approximate Reasoning, 2022, 48, 23-40. (SCI收录)

[2]. Liu Dun, Chen Qinxia.  A regret cross-efficiency ranking method considering consensus consistency. Expert Systems With Applications, 2022, 208, 118192. (SCI收录)

[3]. Ye Xiaoqing, Liu Dun. A cost-sensitive temporal-spatial three-way recommendation with multi-granularity decision. Information Sciences, 2022, 589, 670-689. (SCI收录)

[4]. Du Yinfeng, Liu Dun, Duan Hengxin. A textual data-driven method to identify and prioritise user preferences based on regret/rejoicing perception for smart and connected products. International Journal of Production Research, 2022, 60(13), 4176-4196. (SCI收录)

[5]. Du Yinfeng, Liu Dun, Juan Antonio Morente-Molinera, Enrique Herrera-Viedma. A data-driven method for user satisfaction evaluation of smart and connected products. Expert Systems With Applications, 2022, 210, 118392. (SCI收录)

[6]. Chen Qinxia, Liu Dun, Zhang Lu. Three‑way decision making based on data envelopment analysis with interval data. Cognitive Computation, 2022, DOI: 10.1007/s12559-021-09964-0. (SCI收录)

[7]. Yang Xin, Li Yujie, Liu Dun, Li Tianrui. Hierarchical fuzzy rough approximations with three-way multi-granularity learning. IEEE Transactions on Fuzzy Systems, 2022, 30(9): 3486-3500. (SCI收录)

[8]. Nie Jiajia, Wang Qijun, Li Gendao, Liu Dun. To share or not to share? When information sharing meets remanufacturing. Annals of Operations Research, 2022, DOI: 10.1007/s10479-021-04151-8.  (SCI收录)

[9]. Yang Xin, Li Yujie, Meng Dan, Yang Yuxuan, Liu Dun, Li Tianrui. Three-way multi-granularity learning towards open topic classification. Information Sciences, 2022, 585, 41-57. (SCI收录)

[10]. Yang Xin, Li Yujie, Li Qiuke, Liu Dun, Li Tianrui. Temporal-spatial three-way granular computing for dynamic text sentiment classification. Information Sciences, 2022, 596, 551-566. (SCI收录)

[11]. Yang Xin, Chen Yan, Hamido Fujita, Liu Dun, Li Tianrui. Mixed data-driven sequential three-way decision via subjective–objective dynamic fusion. Knowledge-Based Systems, 2022, 237, 107728. (SCI收录)  

[12]. Liu Keyu, Li Tianrui, Yang Xibei, Yang Xin, Liu Dun, Zhang Pengfei, Wang Jie. Granular cabin: An efficient solution to neighborhood learningin big data. Information Sciences, 2022, 583, 189-203. (SCI收录)

[13]. Yang Xin, Yang Yuxuan, Luo Junfang, Liu Dun, Li Tianrui. A unified incremental updating framework of attribute reduction for two-dimensionally time-evolving data. Information Sciences, 2022, 601, 287-305. (SCI收录)

[14]. Yin Longyun, Zhang Qinghua, Zhao Fan, Liu Dun, Wang Guoying. Superiority of three-way decisions from the perspective of probability. Artifical Intelligence Rewiew, 2022, DOI: 10.1007/ s10462-022-10203-7. (SCI收录)

[15]. Liu Keyu, Li Tianrui, Yang Xibei, Ju Hengrong, Yang Xin, Liu Dun. Hierarchical neighborhood entropy based multi-granularity attribute reduction with application to gene prioritization.  International Journal of Approximate Reasoning, 2022, 48, 57-67. (SCI收录)

[16]. Li Hongyuan, Yu Hong Min Fan, Liu Dun, Li Huaxiong. Incremental sequential three-way decision based on continual learning network. International Journal of Machine Learning and Cybernetics, 2021, DOI: 10.1007/s13042-021-01472-9. (SCI收录) 

[17]. 王述, 刘盾, 聂佳佳. 信息分享模式对制造商低碳策略选择影响. 工业工程与管理, 2022, 27(3): 84-94.

[18]. 刘盾, 王述, 聂佳佳. 规模不经济视角下零售商信息分享对供应商入侵策略的影响. 工业工程, 2022, 录用.

2021年

[1]. Liu Dun. The effectiveness of three-way classification with interpretable perspective. Information Sciences, 2021, 567, 237-255. (SCI收录)

[2]. Ye Xiaoqing, Liu DunAn interpretable sequential three-way recommendation based on collaborative topic regression. Expert Systems With Applications, 2021, 168, 114454. (SCI收录)

[3]. Du Yinfeng, Liu Dun. A novel approach to relative importance ratings of customer requirements in QFD based on probabilistic linguistic preferences. Fuzzy Optimization and Decision Making, 2021, 20, 365-395. (SCI收录)

[4]. Du Yinfeng, Liu Dun. An integrated method for multi-granular probabilistic linguistic multiple attribute decision-making with prospect theory. Computers & Industrial Engineering, 2021, 159, Article 107500. (SCI收录)

[5]. Du Yinfeng, Liu Dun. A novel approach for probabilistic linguistic multiple attribute decision making based on dual Muirhead mean operators and VIKOR. International Journal of Fuzzy Systems, 2021, 23, 243-261. (SCI收录)

[6]. Yang Xin, Liu Dun, Yang Xibei, Liu Keyu, Li Tianrui. Incremental fuzzy probability decision-theoretic approaches to dynamic three-way approximations.  Information Sciences, 2021, 550, 71-90. (SCI收录)

[7]. Wang Tianxing, Li Huaxiong, Zhou Xianzhong, Liu Dun, Huang Bing. Three-way decision based on third-generation prospect theory with Z-numbers.  Information Sciences, 2021, 569, 13-38. (SCI收录)

[8]. Liu Jiubing, Li Huaxiong, Huang Bing, Liu Yu, Liu Dun. Convex combination-based consensus analysis for intuitionistic fuzzy three-way group decision.  Information Sciences, 2021, 574, 542-566. (SCI收录)

[9]. Chen Yan, Wang Pingxin, Yang Xibei, Mi Jusheng, Liu Dun. Granular ball guided selector for attribute reduction. Knowledge-Based Systems, 2021, 229, Article 107326. (SCI收录) 

[10]. 张璐, 刘盾, 杨新. Wrapper特征选择下的序贯三支分类方法. 小型微型计算机系统, 2021, 42(8): 1675-1682. 

[11]. 刘盾, 宋慧玲, 聂佳佳. 考虑努力水平的网络零售商定价决策与渠道选择研究. 工业工程, 2021, 24(1): 1-9+18.

[12]. 刘盾. 三支决策-基于管理研究视角. 西北大学学报(自然科学版), 2021, 251(4), 516-527.

[13]. 王琴, 刘盾. 结合集成学习的序贯三支情感分类算法研究. 计算机工程与应用. 2021, 57(23): 211-218.

2019-2020年

[1]. Liu Dun, Ye Xiaoqing. A matrix factorization based dynamic granularity recommendation with three-way decisions. Knowledge-Based Systems, 2020, 191, 105243. (SCI收录)

[2]. Liu Dun, Li Tianrui, Liang Decui. An integrated approach towards modeling ranked weights. Computers & Industrial Engineering, 2020, 147, 106629. (SCI收录)

[3]. Liu Dun, Yang Xin, Li Tianrui. Three-way decisions: beyond rough sets and granular computing. International Journal of Machine Learning and Cybernetics, 2020, 11, 989-1002. (SCI收录)

[4]. Liang Decui, Wang Mingwei, Xu Zeshui, Liu Dun. Risk appetite dual hesitant fuzzy three-way decisions with TODIM. Information Sciences, 2020, 507, 585-605. (SCI收录) ESI TOP PAPER

[5]. Yang Xin, Li Tianrui, Liu Dun, Hamido Fujita. A multilevel neighborhood sequential decision approach of three-way granular computing.  Information Sciences, 2020, 538, 119-141. (SCI收录)

[6]. Yang Xin, Zhang Yingying, Hamido FujitaLiu Dun, Li TianruiLocal temporal-spatial multi-granularity learning for sequential three-way granular computing.  Information Sciences, 2020, 541, 75-97. (SCI收录)

[7]. Rao Xiansheng, Yang Xibei, Yang Xin, Chen Xianjiang, Liu Dun, Qian Yuhua. Quickly calculating reduct: An attribute relationship based approach. Knowledge-Based Systems, 2020, 200, 106014. (SCI收录)

[8]. Liu Keyu, Yang Xibei, Yu Hualong, Fujita Hamido, Chen Xianjiang, Liu Dun. Supervised information granulation strategy for attribute reduction. International Journal of Machine Learning and Cybernetics, 2020, 11, 2149-2163. (SCI收录)

[9]. Yang Xin, Li Tianrui, Liu Dun, Hamido Fujita. A temporal-spatial composite sequential approach of three-way granular computing. Information Sciences, 2019, 486, 171-189. (SCI收录) ESI TOP PAPER

[10]. Yang Xin, Li Tianrui, Hamido Fujita, Liu Dun. A sequential three-way approach to multi-class decision. International Journal of Approximate Reasoning, 2019, 104,108-125. (SCI收录) ESI HOT PAPER

[11]. Jiang Zehua, Yang Xibei, Yu Hualong, Liu Dun, Wang Pingxin, Qian Yuhua. Accelerator for multi-granularity attribute reduction. Knowledge-based Systems, 2019, 177, 145-158. (SCI收录)

[12]. Wang Min, Lin Yao, Min Fan, Liu Dun. Cost-sensitive active learning through statistical methods. Information Sciences, 2019, 501,460-482. (SCI收录)

[13]. Jia Xiuyi, Deng Zhao, Min Fan, Liu Dun. Three-way decisions based feature fusion for Chinese irony detection. International Journal of Approximate Reasoning, 2019, 113, 324-335. (SCI收录)

[14]. Liu Keyu, Yang Xibei, Fujita Hamido, Liu Dun, Yang Xin, Qian Yuhua. An efficient selector for multi-granularity attribute reduction. Information Sciences, 2019, 457-472.

[15]. 刘盾, 李天瑞, 梁德翠, 杨新. 三支决策的时空性, 智能系统学报, 2019, 14(1):141-149.

[16]. 刘盾, 李天瑞, 杨新, 梁德翠. 三支决策-基于粗糙集与粒计算研究视角, 智能系统学报, 2019, 14(6):1111-1120.

[17]. 刘盾, 宋慧玲, 聂佳佳. 放弃制造商品牌?——制造商入侵与自有品牌引入的博弈分析. 工业工程, 2020, 23(1): 35-43+58.

[18]. 范琴, 刘盾, 叶晓庆. 基于序贯三支决策的代价敏感文本情感分析方法. 模式识别与人工智能, 2020, 33(8): 732-742. (EI收录)

[19]. 杨新, 刘盾, 李楸柯, 杨习贝. 基于时空多粒度的序贯三支情感分析. 模式识别与人工智能, 2020, 33(8): 743-752. (EI收录)

[20]. 张微薇, 刘盾, 贾修一. 基于XGBoost的三分类优惠券预测方法研究. 南京航空航天大学学报, 2019, 51(5): 643-651.

2017-2018年

[1]. Liu Dun, Liang Decui. Three-way decisions in ordered decision system. Knowledge-based Systems, 2017, 137, 182-195. (SCI收录)

[2]. Liang Decui, Xu Zeshui, Liu Dun. Three-way decisions with intuitionistic fuzzy decision-theoretic rough sets based on point operators. Information Sciences, 2017, 375, 183-201. (SCI收录) ESI TOP PAPER

[3]. Liang Decui, Witold Pedrycz, Liu Dun. Determining three-way decisions with decision-theoretic rough sets using a relative value approach. IEEE Transactions on Systems, Man, and Cybernetics: Systems. 2017, 47: 1785-1799. (SCI收录)

[4]. Liang Decui, Xu Zeshui, Liu Dun. A new aggregation method-based error analysis for decision-theoretic rough sets and its application in hesitant fuzzy information systems. IEEE Transactions on Fuzzy Systems, 2017, 25: 1685-1697. (SCI收录)

[5]. Liang Decui, Xu Zeshui, Liu Dun. Three-way decisions based on decision-theoretic rough sets with dual hesitant fuzzy information. Information Sciences, 2017, 396, 127-143. (SCI收录)

[6]. Liang Decui, Xu Zeshui, Liu Dun, Wu Yao. Method for three-way decisions using ideal TOPSIS solutions at Pythagorean fuzzy information. Information Sciences, 2018, 435: 282-295. (SCI收录) ESI TOP PAPER

[7]. Liang Decui, Liu Dun, Wei Quan. Information aggregation of hesitant fuzzy interval sets for multicriteria decision-making. Computing in Science & Engineering, 2018, 20(2): 38-51. (SCI收录)

[8]. Yang Xin, Li Tianrui, Liu Dun, Chen Hongmei, Luo Chuan. A unified framework of dynamic three-way probabilistic rough sets. Information Sciences, 2017, 420,126-147. (SCI收录)

[9]. Yang Xin, Li Tianrui, Hamido Fujita, Liu Dun, Yao Yiyu. A unified model of sequential three-way decisions and multilevel incremental processing. Knowledge-based Systems, 2017, 134, 172-188. (SCI收录)

[10]. 刘盾,梁德翠. 广义三支决策与狭义三支决策, 计算机科学与探索, 2017, 11(3): 502-510.

[11]. 陈覃霞,刘盾,梁德翠. 粗糙集理论和信息熵的AHP改进方法, 计算机科学与探索, 2018, 12(3): 484-493.

[12]. 叶晓庆,刘盾,梁德翠. 基于协同过滤的三支粒推荐算法研究, 计算机科学, 2018, 45(1): 90-96. (该论文获得中国粗糙集年会CRSSC2017优秀学生论文奖)

2015年-2016年

[1]. Liu Dun, Li Tianrui, Zhang Junbo. Incremental updating approximations in probabilistic rough sets under the variation of attributes. Knowledge-based Systems, 2015, 73, 81-96. (SCI收录) ESI TOP PAPER

[2]. Liu Dun, Liang Decui, Wang Changchun. A novel three-way decision model based on incomplete information system. Knowledge-based Systems, 2016, 91, 32-45. (SCI收录) ESI TOP PAPER

[3]. Liang Decui, Liu Dun. A novel risk decision-making based on decision-theoretic rough sets under hesitant fuzzy information. IEEE Transactions on Fuzzy Systems, 2015, 23(2): 237-247. (SCI收录) ESI TOP PAPER

[4]. Liang Decui, Liu Dun, Kobina Agbodah. Three-way group decisions with decision-theoretic rough sets. Information Sciences, 2016, 345, 46-64. (SCI收录) ESI HOT PAPER

[5]. Liang Decui, Liu Dun. Deriving three-way decisions from intuitionistic fuzzy decision-theoretic rough sets. Information Sciences, 2015, 300, 28-48. (SCI收录) ESI TOP PAPER

[6]. Liang Decui, Pedrycz Witold, Liu Dun, Hu Pei. Three-way decisions based on decision-theoretic rough sets under linguistic assessment with the aid of group decision making. Applied Soft Computing, 2015, 29, 256-269. (SCI收录) ESI HOT PAPER

[7]. Zeng Anping, Li Tianrui, Liu Dun, Zhang Junbo, Chen Hongmei. A fuzzy rough set approach for incremental feature selection on hybrid information systems. Fuzzy Sets and Systems, 2015, 258, 39-60. (SCI收录)

2007年-2014年

[1]. Liu Dun, Li Tianrui, Ruan Da. Probabilistic model criteria with decision-theoretic rough sets. Information Sciences. 2011, 181, 3709-3722. (SCI收录) ESI TOP PAPER

[2]. Liu Dun, Li Tianrui, Ruan Da, Zhang Junbo. Incremental learning optimization on knowledge discovery in dynamic business intelligent systems. Journal of Global Optimization. 2011, 51(2): 325-344. (SCI收录)

[3]. Liu Dun, Li Tianrui, Liang Decui. Incorporating logistic regression to decision-theoretic rough sets for classifications. International Journal of Approximate Reasoning, 2014, 55, 197-210. (SSCI, SCI收录) ESI TOP PAPER

[4]. Liu Dun, Li Tianrui, Zhang Junbo. A rough set-based incremental approach for learning knowledge in dynamic incomplete information systems. International Journal of Approximate Reasoning, 2014, 55, 1764-1786. (SCI收录)

[5]. Liu Dun, Li Tianrui. Extended probabilistic rough sets under a strict dominance relation. Journal of Multiple-Valued Logic and Soft Computing, 2014, 22, 387-408. (SCI收录)

[6]. Liu Dun, Li Tianrui, Liang Decui. Three-way government decision analysis with decision-theoretic rough sets. International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 2012, 20, Supp. 1, 119-132. (SSCI, SCI收录)

[7]. Liu Dun, Li Tianrui, Li Huaxiong. A multiple-category classification approach with decision-theoretic rough sets. Fundamenta Informaticae, 2012, 115(2-3), 173-188. (SCI收录)

[8]. Liu Dun, Yao Yiyu, Li Tianrui. Three-way investment decisions with decision-theoretic rough sets. International Journal of Computational Intelligence Systems. 2011, 4(1): 66-74. (SCI, EI收录)

[9]. Liu Dun, Li Tianrui, Ruan Da, Zou Weili. An incremental approach for inducing knowledge from dynamic information systems. Fundamenta Informaticae. 2009, 94 (2): 245-260. (SCI收录)

[10]. Liang Decui, Liu Dun. Systematic studies on three-way decisions with interval-valued decision-theoretic rough sets. Information Sciences, 2014, 276, 186-203. (SCI收录) ESI TOP PAPER

[11]. Liang Decui, Liu Dun, Pedrycz Witold, Hu Pei. Triangular fuzzy decision-theoretic rough sets. International Journal of Approximate Reasoning, 2013, 54, 1087-1106. (SCI收录) ESI TOP PAPER

[12]. Li Shaoyong, Li Tianrui, Liu Dun. Incremental updating approximations in dominance-based rough sets approach under the variation of the attribute Set. Knowledge-based Systems, 2013, 40, 17-26. (SCI收录) ESI TOP PAPER

[13]. Li Shaoyong, Li Tianrui, Liu Dun. Dynamic maintenance of approximations in dominance-based rough set approach under the variation of the object set, International Journal of Intelligent Systems, 2013, 28, 729-751. (SCI收录)

[14]. Luo Chuan, Li Tianrui, Chen Hongmei, Liu Dun, Incremental approaches for updating approximations in set-valued ordered information systems. Knowledge-Based Systems, 2013, 50, 218-233. (SCI收录)

[15]. Zhang Junbo, Li Tianrui, Ruan Da, Liu Dun. Rough sets based matrix approaches with dynamic attribute variation in set-valued information systems. International Journal of Approximate Reasoning, 2012, 53: 620-635. (SCI收录)

[16]. Zhang Junbo, Li Tianrui, Ruan Da, Liu Dun. Neighborhood rough sets for dynamic data mining. International Journal of Intelligence Systems, 2012, 27: 317-342. (SCI收录)

[17]. Li Huaxiong, Zhou Xianzhong, Zhao Jiabao, Liu Dun. Non-monotonic attribute reduction in decision-theoretic rough sets. Fundamenta Informaticae, 2013, 126, 415-432. (SCI收录)

[18]. Liu Dun, Li Tianrui, Liang Decui. Three-way decisions in stochastic decision-theoretic rough sets. LNCS Transactions on Rough Sets, 2014, 18, 110-130. (EI收录,IRSS会刊)

[19]. Liu Dun, Liang Decui. Incremental learning researches on rough set theory: status and future. International Journal of Rough Sets and Data Analysis, 2014, 1, 99-112. (IRSS会刊)

[20]. 刘盾, 胡培, 李天瑞. 基于偏好关系的不完全信息变精度粗集方法. 西南交通大学学报(自然版) , 2009 (3): 396-401. (EI收录)

[21]. 刘盾, 胡培, 蒋朝哲. 一种基于粗糙集的属性权重构造方法. 系统工程与电子技术, 2008 (8): 1481-1484. (EI收录)

[22]. 刘盾, 胡培, 陈志杰. 粗集决策与一般聚类的改进模型, 西南交通大学学报(自然版), 2007 (3): 330-335. (EI收录)

[23]. 刘盾, 李天瑞, 李华雄. 粗糙集理论:三支决策视角. 南京大学学报(自然科学版), 2013, 49(5): 574-581.

[24]. 刘盾, 李天瑞, 梁德翠. 模糊数决策粗糙集. 计算机科学, 2012(12), 25-29.

[25]. 刘盾, 李天瑞, 李华雄. 区间决策粗糙集. 计算机科学, 2012(7), 178-181+214.

[26]. 刘盾, 姚一豫, 李天瑞. 三枝决策粗糙集. 计算机科学, 2011(1), 246-250. (该论文获得中国粗糙集年会CRSSC2010优秀学生论文奖)


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