liu dun-尊龙注册平台

nationality

chinese

academic post

professor

rph.d. supervisor rmaster’s supervisor

academic qualification

phd

graduation school

southwest   jiaotong university

academic engagement

(representative)

publications

[1] dun liu. the effectiveness of three-way   classification with interpretable perspective. information sciences, 2021,   567: 237-255.

[2] jiubing liu, huaxiong li, bing huang, yu liu,   dun liu. convex combination-based consensus analysis for intuitionistic fuzzy   three-way group decision. information sciences, 2021, 574: 542-566.

[3] tianxing wang, huaxiong li, xianzhong zhou,   liu dun liu, bing huang. three-way decision based on third-generation   prospect theory with z-numbers. information sciences, 2021, 569: 13-38.

[4] xiaoqing ye, dun liu. an interpretable   sequential three-way recommendation based on collaborative topic regression.   expert systems with applications, 2021, 168(2): 114454.

[5] xin yang, dun liu, xibei yang, et al.   incremental fuzzy probability decision-theoretic approaches to dynamic   three-way approximations. information sciences, 2021, 550: 71-90.

[6] yan chen, pingxin wang, xibei yang, jusheng   mi, dun liu. granular ball guided selector for attribute reduction.   knowledge-based systems, 2021, 229: 107326.

[7] yinfeng du, dun liu. an integrated method for   multi-granular probabilistic linguistic multiple attribute decision-making   with prospect theory. computers&industrial engineering, 2021, 159:   107500.

[8] yingfei du, dun liu. 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(1): 243-261.

[9] yingfei du, dun liu. a novel approach to   relative importance ratings of customer requirements in qfd based on   probabilistic linguistic preferences. fuzzy optimization and decision making,   2021, 20(3): 365-395.

[10] liu dun, song huiling, nie jiajia. a research   on the pricing strategy and channel selection of online retailers with effort   level. industrial engineering, 2021, 24(01): 1-9 18.

[11] liu dun. three-way decision: the perspective   of management researches. journal of northwestern university (natural science   edition), 2021, 51(04): 516-527.

[12] wang qin, liu dun. sequential three-way   sentiment classification combined with ensemble learning. computer   engineering and applications, 2021, 57(23): 211-218.

[13] zhang lu, liu dun, yang xin. novel wrapper   feature selection method with sequential three-way classifier. small and   microcomputer systems, 2021, 42(08): 1675-1682.

[14] decui liang, mingwei wang, zeshui xu, dun   liu. risk appetite dual hesitant fuzzy three-way decisions with todim.   information sciences, 2020, 507: 585-605.

[15] dun liu, tianrui li, decui liang. an   integrated approach towards modeling ranked weights. computers&industrial   engineering, 2020, 147: 106629.

[16] dun liu, xiaoqing ye. a matrix factorization   based dynamic granularity recommendation with three-way decisions.   knowledge-based systems, 2020, 191: 105243.

[17] dun liu, xin yang, tianrui li. three-way   decisions: beyond rough sets and granular computing. international journal of   machine learning and cybernetics, 2020, 11(5): 989-1002.

[18] keyu liu, xibei yang, hualong yu, hamido   fujita, xiangjian chen, dun liu. supervised information granulation strategy   for attribute reduction. international journal of machine learning and   cybernetics, 2020, 11(9): 2149-2163.

[19] xiansheng rao, xibei yang, xin yang,   xiangjian chen, dun liu, yuhua qian. quickly calculating reduct: an attribute   relationship based approach. knowledge-based systems, 2020, 200: 106014.

[20] xin yang, tianrui li, dun liu, et al. a   multilevel neighborhood sequential decision approach of three-way granular   computing. information sciences, 2020, 538: 119-141.

[21] xin yang, yingying zhang, hamido fujita, dun   liu, tianrui li. local temporal-spatial multi-granularity learning for   sequential three-way granular computing. information sciences, 2020, 541:   75-97.

[22] fan qin, liu dun, ye xiaoqing. cost-sensitive   text sentiment analysis based on sequential three-way decision. pattern   recognition and artificial intelligence, 2020, 33(08): 732-742.

[23] liu dun, song huiling, nie jiajia. give up   the national brand? ——a game analysis between supplier encroachment and store   brand introduction. industrial engineering, 2020, 23(01): 35-43 58.

[24] yang xin, liu dun, li qiuke, et al.   sequential three-way sentiment analysis based on temporal-spatial   multi-granularity. pattern recognition and artificial intelligence, 2020, 33(08):   743-752.

[25] keyu liu, xibei yang, hamido fujita, dun liu.   an efficient selector for multi-granularity attribute reduction// information   sciences. 2019, 11103: 61-72.

[26] min wang, yao lin, fan min, dun liu.   cost-sensitive active learning through statistical methods. information   sciences, 2019, 501: 460-482.

[27] xin yang, tianrui li, dun liu, et al. a   temporal-spatial composite sequential approach of three-way granular   computing. information sciences, 2019, 486: 171-189.

[28] xinyang, tianrui li, hamido fujita, dun liu.   a sequential three-way approach to multi-class decision. international   journal of approximate reasoning, 2019, 104: 108-125.

[29] xiuyi jia, zhao deng, fan min, dun liu.   three-way decisions based feature fusion for chinese irony detection. international   journal of approximate reasoning, 2019, 113: 324-335.

[30] zehua jiang, xibei yang, hualong yu, dun liu,   pingxin wang, yuhua qian. accelerator for multi-granularity attribute   reduction. knowledge-based systems, 2019, 177: 145-158.

[31] liu dun, li tianrui, liang decui. temporality   and spatiality of three-way decisions. journal of intelligent systems, 2019,   14(06): 1111-1120.

[32] liu dun, li tianrui, yang xin, et al.   three-way decisions: research perspectives for rough sets and granular   computing. journal of intelligent systems, 2019, 14(06): 1111-1120.

[33] zhang weiwei, liu dun, jia xiuyi. three   classified coupon prediction based on xgboost algorithm. journal of nanjing   university of aeronautics and astronautics, 2019, 51 (05): 643-651.

[34] decui liang, dun liu, wei quan. information   aggregation of hesitant fuzzy interval sets for multicriteria   decision-making. computing in science&engineering, 2018, 20(2): 38-51.

[35] decui liang, zeshui xu, dun liu, et al.   method for three-way decisions using ideal topsis solutions at pythagorean   fuzzy information. information sciences, 2018, 435: 282-295.

[36] xin yang, ning wang, tianrui li, dun liu,   chuan luo. composite sequential three-way decisions//international joint   conference on rough sets. springer, cham, 2018: 177-186.

[37] chen qinxia, liu dun, liang decui. improved   ahp approach based on rough set theory and information entropy. computer   science and exploration, 2018, 12(03): 484-493.

[38] yang xin, li tianrui, liu dun, et al.   generalized sequential three-way decisions approach based on   decision-theoretic rough sets. computer science, 2018, 45(10): 1-5 20.

[39] ye xiaoqing, liu dun, liang decui. three-way   granular recommendation algorithm based on collaborative filtering. computer   science, 2018, 45(01): 90-96.

[40] decui liang, witold pedrycz, dun liu.   determining three-way decisions with decision-theoretic rough sets using a   relative value approach. ieee transactions on systems, man, and cybernetics,   2017, 47(8): 1785-1799.

[41] decui liang, zeshui xu, dun liu. 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(6): 1685-1697.

[42] decui liang, zeshui xu, dun liu. three-way   decisions based on decision-theoretic rough sets with dual hesitant fuzzy   information. information sciences, 2017, 396: 127-143.

[43] decui liang, zeshui xu, dun liu. three-way   decisions with intuitionistic fuzzy decision-theoretic rough sets based on   point operators. information sciences, 2017, 375: 183-201.

[44] dun liu, decui liang. three-way decisions in   ordered decision system. knowledge-based systems, 2017, 137: 182-195.

[45] dun liu, decui liang. three-way decisions   with dea approach//international joint conference on rough sets. springer,   cham, 2017: 226-237.

[46] xin yang, tianrui li, dun liu, et al. a   unified framework of dynamic three-way probabilistic rough sets. information   ences, 2017: 126-147.

[47] xin yang, tianrui li, hamido fujita, dun liu,   yiyu yao. a unified model of sequential three-way decisions and multilevel   incremental processing. knowledge-based systems, 2017, 134(15): 172-188.

projects

[1] based on research on cognitive learning model   and knowledge discovery method based on granular computing theory. sichuan   provincial science and technology department project (project no.:   q111022s01003). january 2022-december 2024. investigator.

[2] dynamic three-way decision-making method   based on multi-granularity computing. national key   laboratory project (project no.: q111021q02001). january 2021-january   2023. principle investigator.

[3] urban knowledge base construction and   semantic collaborative mining. national program on key research project   (project no.: none). january 2020-november 2022. investigator.

[4] research on the integration and co-construction model of smart   community and smart logistics in chengdu. chengdu science and technology   bureau. january 2020-december 2020. principle investigator.

[5] research   on the theories and methodologies of dynamic three-way decisions based on   granular computing. national natural science foundation of china (project   no.: 61876157). january 2019-december 2022. principle   investigator.

[6] dynamic three-way decision-making theory and   method based on granular computing. national natural science foundation of   china general program (project no.: 2018g010054). january 2019-december 2022.   principle investigator.

[7] research on the mode and method of the   integration and co-construction of smart communities and smart logistics in   chengdu. chengdu soft science project (project no.: q111020q01004). july   2019-december 2020. principle investigator.

[8] uncertain three-way decision-making method   and application based on granular computing (surface). sichuan provincial   science and technology department project (project no.: 2017s17049). march   2017-march 2019. investigator.

[9] research   on methodologies and applications of fuzzy multi-category three-way decisions   based on decision theoretic rough sets. national natural science foundation   of china (project no.: 71571148). january   2016-december 2019. principle investigator.

[10] research on model   and methodology with interval decision-theoretic rough sets. national natural   science foundation of china (project no.: 71201133_). january 2013-december   2015. principle investigator.

[11] the model and   algorithm of dynamic muti-attribute decision making based on probabilistic   rough set theory. the doctoral program of higher education of china (project   no.: 20120184120028). january 2013-december 2015. principal investigator.

books

[1] three branches of decision making and big data analysis. science press,   2020.

[2] three-way decisions and granular computing. the science press, 2013.

awards

[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, 2017.

[2] the young scholar plan of   southwest jiaotong university. the youth talent program of southwest jiaotong   university, 2015-2018.

course name

undergraduate

principle   of data structure

master

business intelligence and data science