Information System
.
LIU Dun

Hits: Date:2020-12-10 11:46

Curriculum Vitae(简历)

 

Dun Liu

 

CONTACT (联系方式)

四川省成都市二环路北一段111

西南交通大学经济管理学院

传真: +86 -28-87600543

信息系统系

邮箱:liudun@home.swjtu.edu.cn

邮编:610031

Southwest Jiaotong University

School of Economics and Management

Fax:+86 -28-87600543

Department of Information System

E-mail:liudun@home.swjtu.edu.cn

No.111, North Erhuan Road, Chengdu, China 610031

EDUCATION (教育背景)

A. 访问学者计算机科学, 美国卡内基梅隆大学, 2016

B. 博士管理科学与工程,西南交通大学, 2011

C. 访问学者计算机科学, 加拿大里贾纳大学, 2009

D. 学士信息与计算科学, 西南交通大学,2005

A. Visiting Scholar. Computer Science, Carnegie Mellon University, USA, 2016.

B. Ph.D. Management   Science and Engineering, Southwest Jiaotong University, 2011

C. Visiting Scholar. Computer Science, University of Regina, Canada, 2009.

D. B.S.  Information and Computing Science, Southwest   Jiaotong University, 2005

EMPLOYMENT (工作经历)

A. 教授,西南交通大学经济管理学院,   12/2016 – 至今

B. 副教授, 西南交通大学经济管理学院, 9/2013   – 11/2016

C. 博士后, 清华大学经济管理学院, 5/2012   - 7/2014

D. 讲师, 西南交通大学经济管理学院, 9/2011   - 8/2013

A. Professor,   School of Economics and Management, Southwest Jiaotong University, from   12/2016 to now

B. Associate   Professor, School of Economics and Management, Southwest Jiaotong University,   from 9/2013

C. to   11/2016

D. Postdoctoral Researcher, School of Economics   and Management, Tsinghua University, 5/2012 to 4/2014

E. Assistant   Professor, School of Economics and Management, Southwest Jiaotong University,   9/2011 to 8/2013

RESEARCH INTEREST(研究兴趣)

决策科学、电子商务与商务智能、管理信息系统、数据挖掘与知识发现、粗糙集与软计算

Decision Sciences, Electronic Commerce and   Business Intelligence, Management Information Systems,Data Mining and   Knowledge Discovery, Rough Sets and Granular Computing

PUBLCATIONSPAPERS & CASES)发表,包括文章和案例

a) Basic or Discovery Scholarship学术类

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

[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.

[3] 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.

[4] 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.

[5] 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.

[6] 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.

[7] 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, 119-132.

[8] Liu Dun,   Li Tianrui, Li Huaxiong. A multiple-category classification approach with   decision- theoretic rough sets. FundamentaInformaticae, 2012, 115,   173-188.

[9] Liu Dun,   Li Tianrui, Ruan Da. Probabilistic model criteria with decision-theoretic   rough sets. Information Sciences. 2011, 181, 3709-3722.

[10] 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: 325-344.

[11] Liu Dun,   Yao Yiyu, Li Tianrui. Three-way investment decisions with decision-theoretic   rough sets. International Journal of Computational Intelligence Systems.   2011, 4: 66-74.

[12] Liu Dun,   Li Tianrui, Ruan Da, Zou Weili. An incremental approach for inducing   knowledge from dynamic information systems. FundamentaInformaticae. 2009, 94:   245-260.

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

[14] 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.

[15] 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.

[16] Liang   Decui, Liu Dun. Deriving three-way decisions from intuitionistic fuzzy   decision- theoretic rough sets. Information Sciences, 2015, 300, 28-48.

[17] Liang   Decui, Liu Dun. Systematic studies on three-way decisions with   interval-valued decision-theoretic rough sets. Information Sciences, 2014,   276, 186-203.

[18] Liang   Decui, Liu Dun, Pedrycz Witold, Hu Pei. Triangular fuzzy decision-theoretic   rough sets. International Journal of Approximate Reasoning, 2013, 54,   1087-1106.

[19] 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.

[20] 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.

[21] 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.

[22] 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.

[23] 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.

[24] 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.

[25] 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.

[26] 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.

[27] 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.

[28] Yang   Xin, Li Tianrui, Liu Dun, Fujita, Hamido. A temporal-spatial composite   sequential approach of three-way granular computing. Information Sciences,   2019, 486,171-189.

[29] 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.

[30] 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.

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

[32] Li   Huaxiong, Zhou Xianzhong, Zhao Jiabao, Liu Dun. Non-monotonic attribute   reduction in decision-theoretic rough sets. FundamentaInformaticae, 2013,   126, 415-432.

 

BOOKS OR CHAPER IN BOOKS 学术著作/合著章节

a) Basic or Discovery Scholarship学术类

[1] 刘盾,李天瑞,苗夺谦,王国胤,梁吉业。三支决策与粒计算。北京:科学出版社,2013. ISBN9787030381934

[1] Liu Dun, Li   Tianrui, Miao Duoqian, Wang Guoying, Liang Jiye, Three-way decisions and   granular computing. The Science Press, 2013. ISBN9787030381934

FUNDED PROJECTS 受资助项目

a) Basic or Discovery Scholarship学术类

[1] “基于决策粗糙集的模糊多分类三支决策方法与应用研究,国家自然科学面上基金,2019.1-2022.12,项目编号:61876157,主持。

[1] “Research on the theories and methodologies of   dynamic three-way decisions based on granular computing”. National Natural   Science Foundation of China, 2019.1-2022.12Reference No. 61876157Principal Investigator, 620,000 RMB.

[2] “基于决策粗糙集的模糊多分类三支决策方法与应用研究,国家自然科学面上基金,2016.1-2019.12,项目编号:71571148,主持。

[2] “Research on methodologies and applications of   fuzzy multi-category three-way decisions based on decision theoretic rough   sets”. National Natural Science Foundation of China, 2016.1-2019.12Reference No. 71571148Principal Investigator, 576,000 RMB.

[3] “基于区间数的决策粗糙集模型与方法研究,国家自然科学青年基金,2013.1-2015.12,项目编号:71201133,主持。

[3] “Research on model and methodology with   interval decision-theoretic rough sets”. National Natural Science Foundation   of China, 2013.1-2015.12Reference   No. 71201133 Principal Investigator, 190,000 RMB.

[4] “基于粗糙集理论的动态多属性决策方法研究,教育部人文社科基金青年项目,2011.9-2014.9,项目编号:11YJC630127,主持。

[4] “The methodology of dymanicmutil-attribute   decision making based on rough set theroy”, The Youth Social Science   Foundation of the Chinese Education Commission, 2012.1-2014.12, Reference No.   11YJC630127, Principal Investigator, RMB70,000.

[5] “基于概率粗糙集的动态多属性决策模型与算法研究,高等学校博士学科点专项科研新教师基金,2013.1-2015.12,项目编号:20120184120028,主持。

[5] “The model and algorithm of   dymanicmutil-attribute decision making based on probabilistic rough set   theroy”, the Research Fund for the Doctoral Program of Higher Education of   China, 2013.1-2015.12, Reference No. 20120184120028, Principal Investigator,   RMB40,000.

[6] “基于粒计算的多属性决策动态知识发现关键技术研究,中央高校基本科研业务费科技创新项目,2012.1-2015.12,项目编号:SWJTU12CX117,主持。

[6] “The key technology of dymanic knowledge   discovery in mutil-attribute decision making based on granular computing”,   Research Fund for the Central Universities, 2012.1-2015.12, Reference No.   SWJTU12CX117, Principal Investigator, RMB100,000.

OTHER RESEARCH AND SCHOLARLY ACTIVITIES 各类其它学术、教学和应用实践类成果

a) Basic or Discovery Scholarship学术类

l Service   on editorial boards or committees在学术期刊的编委中任职

[1]International Journal of Rough Sets and Data   Analysis》编委,2014-至今

[1] Service on editorial committees of   International Journal of Rough Sets and Data Analysis, 2014-present

l Research   awards学术获奖

[1] “基于粗糙集理论的动态多属性决策理论与方法”, 2017年获得四川省第十七次哲学社会科学优秀科研成果三等奖, 第一获奖人

[1] “The theory and method of dynamic multiple   attribute decision making based on decision-theoretic rough sets”, third   prize of philosophy social sciences research achievements of Sichuan   province, 1st winner, 2017.

[2] “基于决策粗糙集理论的管理评估方法”, 2013年获得四川省第十五次哲学社会科学优秀科研成果二等奖, 第一获奖人

[2] “The management assessment methods based on   decision-theoretic rough sets”, second prize of philosophy social sciences   research achievements of Sichuan province, 1st winner, 2013.

[3] “粗集多属性决策方法及应用研究”, 2009年获得四川省第十三次哲学社会科学优秀科研成果三等奖, 第二获奖人

[3] “The methodologies and applicaitons of   mutil-attribute decision making with rough sets”, third prize of philosophy   social sciences research achievements of Sichuan province, 2nd winner, 2009.

[4] “基于粗糙集理论的多属性决策方法”, 四川省优秀博士论文, 2014.4.

[4] Multi-attribute Decision-making Method based   on Rough Set Theory”, Outstanding Doctoral Dissertation in Sichuan Province,   April 2014.

[5] “西南交通大学雏鹰学者”, 西南交通大学青年人才计划, 2015-2018.

[5] “The Young Scholar Plan of Southwest Jiaotong   University”, The Youth talent program of Southwest Jiaotong University,   2015-2018.

l Conference   (with presentation) 受邀参会并作报告

[1] " Three-way decisions with DEA approach   ". In: International Joint Conference on Rough Sets (IJCRS2017),   Olsztyn, Poland, July 3-7, 2017.

[2] "Fuzzy interval decision-theoretic rough   sets". In: 2013 IFSA World Congress NAFIPS Annual Meeting (IFSA2013),   Alberta, Canada, June 24-28, 2013.

[3] "Three-way decisions in dynamic   decision-theoretic rough sets". In: 2013 Joint Rough Sets Symposium   (JRS2013), Halifax, Canada, Oct 10-14, 2013.

[4] "An overview of function based three-way   decisions". In: the 9th International Conference on

Rough Sets and Knowledge Technology, Shanghai,   China, Oct 24-26, 2014.

[5] "Decision-theoretic rough sets with   probabilistic distribution". In: 2012 Joint Rough Sets Symposium   (JRS2012), Chengdu, China, Aug 17-20, 2012.

b) Teaching &Learning Scholarship教学类

l Obtain   honors and rewards related to teaching and learning activities取得与教学相关的荣誉及奖励

[1] 2013年获得第六届西南交通大学青年教师讲课比赛二等奖。

[1] The Second   Prize of the 6th Teaching Contest of Southwest Jiaotong University, 2013.

COURSES TAUGHT   AT SWJTU 教授课程

博士生课程:决策与优化研究前沿

硕士生课程:系统建模与仿真信息管理研究方法论

本科生课程:数据结构原理电子支付与电子银行电子商务概论客户关系管理

PhDThe Frontier of Decision making and   Optimization

PostgraduateSystem   modeling and Simulation, Research Methodology of Information Management

UndergraduatePrinciples   of Data Structure, Electronic Payment and Electronic Bank Introduction to   Eectronic Commerce, Customer Relationship Management