廖虎昌

廖虎昌

廖虎昌，1989年3月出生，研究員，博士生導師。上海交通大學博士，英國曼徹斯特大學聯合培養博士，西班牙格拉納達大學博士（生）；澳大利亞悉尼科技大學博士後，四川大學博士後。四川省青年千人，四川省學術和技術帶頭人後備人選，IEEE高級會員，澳大利亞奮進研究學者，西班牙格拉納達大學數據科學與計算智慧型研究所（DaSCI）外國研究員；入選四川大學雙百人才計畫，四川大學哲學社會科學青年傑出人才培育計畫，四川大學青年科技學術帶頭人培育計畫等。中國運籌學會決策科學分會理事，中國管理現代化研究會管理與決策科學專業委員會理事，中國系統工程學會模糊數學與模糊系統專業委員會理事，四川省金融科技學會首屆理事，國家自然科學基金通訊評審專家，美國數學學會特邀評論員，四川大學“德沃群芳”標兵團隊成員。2019年5月在計算機科學領域進入ESI全球前1%的3270名科學家中排名第600位；在工程學領域進入ESI全球前1%的8766名科學家中排名第4497位。

基本介紹

人物經歷,學術研究,論文著作,出版著作,發表論文,ESI高被引論文,研究方向,

人物經歷

廖虎昌，男，四川大學研究員，博士生導師，四川省青年千人，四川省學術和技術帶頭人後備人選，澳大利亞奮進研究學者。2015年3月畢業於上海交通大學安泰經濟與管理學院。2013.10-2014.10 受國家留學基金委資助訪問英國曼徹斯特大學（全球排名30）計算機學院；2015.7-2015.12 受澳大利亞教育部資助赴澳大利亞悉尼科技大學工程與信息技術學院從事奮進研究學者博士後研究；2017.1-2017.2 受西班牙格拉納達大學資助訪問格拉納達大學計算機科學與人工智慧學院；2017.2-2017.8 受四川大學全額資助訪問英國曼徹斯特大學商學院；2018.3-2018.6 訪問西班牙格拉納達大學計算機科學與人工智慧學院。現為IEEE高級會員，IEEE CIS協會會員，IEEE SMC協會會員，IEEE TCMVL協會會員，國際計算機學會（ACM）會員，美國數學學會（AMS）特約評論員，中國運籌學會會員，中國運籌學會決策科學分會理事，中國管理現代化研究會管理與決策科學專業委員會理事，中國系統工程學會模糊數學與模糊系統專業委員會理事，四川省金融科技學會首屆理事，國家自然科學基金通訊評審專家，美國數學學會特邀評論員， 四川大學“德沃群芳”標兵團隊成員。
曾獲教育部自然科學一等獎（2017），四川大學2018年度十大科技進展獎，系統工程理論與實踐》2018年度優秀審稿專家，中國決策科學青年科技提名獎（2018），四川大學唐立新優秀學者獎（2017），四川大學課堂教學質量優秀獎（2017），四川大學東土哲學社會科學重大創新成果獎（2016），四川大學優秀青年基金（2016），上海市優秀博士畢業生（2015），上海交通大學優秀博士論文培育基金（2014），第一屆（2012）、第二屆（2013）、第三屆（2014）博士生國家獎學金，國家留學基金委公派留學基金（2013），上海交通大學顧國華博士生獎學金（2013）等。指導學生獲得研究生國家獎學金，寶鋼獎學金，四川大學本科優秀畢業論文二等獎，四川大學“網際網路+”大學生創新創業大賽三等獎，清華IE亮劍案例大賽三等獎等。
廖虎昌
擔任《Information Fusion》（SCI，影響因子：6.639）、《Technological and Economic Development of Economy》（SSCI，影響因子：3.244）、《International Journal of Fuzzy Systems》（SCI，影響因子：2.396）、《Journal ofIntelligent & Fuzzy Systems》（SCI，影響因子：1.426）、《MathematicalProblems in the Engineering》（SCI，影響因子：1.145）等26本國際期刊副主編或編委；《European Journal of Operations Research》、《Omega》、《IEEE Transactions on Fuzzy Systems》、《IEEETransactions on Cybernetics》、《InformationFusion》、《InformationSciences》、《Knowledge-BasedSystems》、《DecisionSupport Systems》以及《系統工程理論與實踐》、《控制與決策》、《系統管理學報》、《軟科學》等110余本國內外知名期刊的審稿專家。曾任2016ICHOLM國際會議的大會秘書長，FEBM2016、ICEME2017、ICHSS2017、HSMET2017、AIIE2017、GDN2018、IWMH2018、ISCISAT2018、CSAE2018、CNTST2019、ICCSCM2019、ICEIMEC2019、FSDM2019等國際會議的程式委員會委員。曾多次訪問英國曼徹斯特大學、澳大利亞悉尼科技大學、西班牙格拉納達大學等國際知名高校。
2019年5月在計算機科學領域進入ESI全球前1%的3270名科學家中排名第600位；在工程學領域進入ESI全球前1%的8766名科學家中排名第4497位。

學術研究

廖虎昌
先後師從IEEE Fellow、IFSA Fellow、IET Fellow徐澤水教授，西班牙皇家工程院院士Francisco Herrera教授，IEEE Fellow、IFSA Fellow Jie Lu教授和國際系統與控制科學院院士徐玖平教授。長期從事複雜信息決策理論與方法、認知計算與決策支持系統、模糊集與模糊系統、大數據驅動的醫療管理決策等方面的研究，豐富和發展了複雜信息的決策理論與方法體系。
主要包括：（1）提出了直覺模糊決策信息、猶豫模糊決策信息及猶豫模糊語言決策信息的混合加權信息融合方法；（2）建立了複雜模糊信息的測度理論，包括猶豫模糊信息和猶豫模糊語言信息的距離和相似性測度、關聯性測度等；（3）系統地研究了含有複雜模糊決策信息的妥協決策方法，提出含有猶豫模糊決策信息的HF-VIKOR方法和含有猶豫模糊語言信息的HFL-VIKOR方法；（4）系統地提出了直覺模糊層次分析法，並給出了基於積性一致性的直覺模糊偏好關係的優先權生成方法；（5）構建了直覺模糊群決策的理論框架，並系統地研究了直覺模糊群體決策的共識測度方法；（6）首次提出了猶豫模糊偏好關係及其積性一致性，並給出了基於猶豫模糊偏好關係的決策方法；（7）把上述研究成功套用到醫療管理、民航服務質量管理、項目管理、國家留學基金委博士生評選等複雜問題的建模與決策中。
主持國家自然科學基金面上、青年項目，四川省社科規劃重點、一般項目，四川省科技廳軟科學項目，中國博士後基金特別資助、面上項目，四川省教育廳重大、重點項目，四川大學優秀青年學者科研基金項目，四川大學青年科技學術帶頭人培育項目，四川大學引進人才科研啟動經費項目，中央高校基本科研業務費研究專項等各類項目20項。主研參與國家自然科學基金重點、面上項目，國家重點研發計畫項目，四川大學青年學者高水平學術團隊建設項目，四川大學長江學者項目等各類項目7項。

論文著作

出版著作

在國際Springer出版社出版全英文專著《Hesitant Fuzzy Decision Making Methodologies and Applications》1部，全英文書稿章節1章；在科學出版社出版學術專著《複雜模糊多屬性決策理論與方法》和《直覺模糊偏好決策理論與方法》2部。
  1. Huchang Liao and Zeshui Xu, Hesitant Fuzzy Decision Making Methodologies and Applications, Springer, 2017.
  2. 廖虎昌. 直覺模糊偏好決策理論與方法. 科學出版社, 2017.
  3. 廖虎昌. 複雜模糊多屬性決策理論與方法. 科學出版社, 2016.
  4. Huchang Liao and Zeshui Xu, Consistency and consensus of intuitionistic fuzzy preference relations in group decision making,In:Imprecision and Uncertainty in Information Representation and Processing, Studies in Fuzziness and Soft Computing, vol. 332, pp. 189-206, Springer, 2016. (Invited book chapter)

發表論文

廖虎昌
在《European Journal of Operations Research》、《Omega》、《IEEE Transactions on Cybernetics》、《IEEE Transactions on Fuzzy Systems》、《Information Sciences》、《Information Fusion》、《Knowledge-Based Systems》、《Fuzzy Sets and Systems》、《Expert Systems with Applications》、《Applied Soft Computing》、《Scientometrics》、《International Journal of Information Technology & Decision Making》、《International Journal of Intelligence Systems》、《Computers and Industrial Engineering》、《Soft Computing》、《Fuzzy Optimization and Decision Making》、《Environmental Engineering Science》、《International Journal of Fuzzy Systems》、《Journal of Intelligent & Fuzzy Systems》、《International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems》、《International Journal of Computational Intelligence Systems》、《International Journal of Machine Learning and Cybernetics》、《Computational and Mathematical Methods in Medicine》、《Kybernetes》、《Sustainability》、《Frontiers of Information Technology & Electronic Engineering》、《系統工程理論與實踐》、《控制與決策》、《資源科學》等國內外重要期刊發表學術論文120餘篇，SSCI收錄24篇，SCI收錄104篇，ESI全球前1%的高被引論文23篇，ESI熱點論文9篇，Google Scholar被引4050次，單篇最高被引332次，H指數為36。
代表性論文（H指數36）
  1. Huchang Liao, Zeshui Xu and Xiao-Jun Zeng, Distance and similarity measures for hesitant fuzzy linguistic term sets and their application in multi-criteria decision making, Information Sciences, vol. 271, pp. 125-142, 2014. (被引頻次332，SCI/EI)
  2. Zeshui Xu and Huchang Liao#,*, Intuitionistic fuzzy analytic hierarchy process, IEEE Transactions on Fuzzy Systems, vol. 22, no. 4, pp. 749-761, 2014. (被引頻次221，SSCI/SCI/EI)
  3. Huchang Liao, Zeshui Xu, Xiao-Jun Zeng and Jose M. Merigó, Qualitative decision making with correlation coefficients of hesitant fuzzy linguistic term sets, Knowledge-Based Systems, vol. 76, pp. 127-138, 2015. (被引頻次215，SCI/EI)
  4. Huchang Liao*, Zeshui Xu and Xiao-Jun Zeng, Hesitant fuzzy linguistic VIKOR method and its application in qualitative multiple criteria decision making, IEEE Transactions on Fuzzy Systems, vol. 23, no. 5, pp. 1343-1355, 2015. (被引頻次201，SSCI/SCI/EI)
  5. Huchang Liao and Zeshui Xu, A VIKOR-based method for hesitant fuzzy multi-criteria decision making, Fuzzy Optimization and Decision Making, vol. 12, no. 4, pp. 373-392, 2013. (被引頻次199，SCI/EI)
  6. Huchang Liao, Zeshui Xu and Meimei Xia, Multiplicative consistency of hesitant fuzzy preference relation and its application in group decision making, International Journal of Information Technology & Decision Making, vol. 13, no. 1, pp. 47-76, 2014.(被引頻次153，SCI/EI)
  7. Meimei Xia, Zeshui Xu and Huchang Liao, Preference relations based on intuitionistic multiplicative information, IEEE Transactions on Fuzzy Systems, vol. 21, no. 1, pp. 113-133, 2013. (被引頻次150，SCI/EI)
  8. Huchang Liaoand Zeshui Xu, Approaches to manage hesitant fuzzy linguistic information based on the cosine distance and similarity measures for HFLTSs and their application in qualitative decision making, Expert Systems with Applications, vol. 42, pp. 5328-5336, 2015. (被引頻次149，SCI/EI)
  9. Zeshui Xu and Huchang Liao*, A survey of approaches to decision making with intuitionistic fuzzy preference relations, Knowledge-Based Systems, vol. 80, pp. 131-142, 2015. (被引頻次112，SSCI/SCI/EI)
  10. 廖虎昌, 董毅明. 基於DEA和Malmquist指數的西部12省水資源利用效率研究[J]. 資源科學. 2011, 33(2): 273-279. (被引頻次104，CSSCI/CSCD)
  11. Huchang Liao* and Zeshui Xu, Priorities of intuitionistic fuzzy preference relation based on multiplicative consistency, IEEE Transactions on Fuzzy Systems, vol. 22, no. 6, pp. 1669-1681, 2014. (被引頻次95，SSCI/SCI/EI)
  12. Huchang Liao and Zeshui Xu, Subtraction and division operations over hesitant fuzzy sets, Journal of Intelligent & Fuzzy Systems, vol. 27, no. 1, pp. 65-72, 2014. (被引頻次80，SCI/EI)
  13. Huchang Liao, Zeshui Xu*, Enrique Herrera-Viedma and Francisco Herrera, Hesitant fuzzy linguistic term set and its application in decision making: A state-of-the art survey,International Journal of Fuzzy Systems, vol. 20, no. 7, pp. 2084-2110, 2018. (被引頻次78，SCI/EI)
  14. Huchang Liao, Zeshui Xu and Xiao-Jun Zeng, Novel correlation coefficients between hesitant fuzzy sets and their application in decision making, Knowledge-Based Systems vol. 82, pp. 115-127, 2015. (被引頻次77，SCI/EI)
  15. Huchang Liao*, Zeshui Xu, X.J. Zeng and J.M. Merigó, Framework of group decision making with intuitionistic fuzzy preference information, IEEE Transactions on Fuzzy Systems, vol. 23, no. 4, pp. 1211-1227, 2015. (被引頻次75，SCI/EI)
  16. Huchang Liao*, Zeshui Xu, Xiao-Jun Zeng and Dong-Ling Xu, An enhanced consensus reaching process in group decision making with intuitionistic fuzzy preference relations, Information Sciences, vol. 329, pp. 274-286, 2016.(被引頻次73，SCI/EI)
  17. Yixin Zhang, Zeshui Xu, Hai Wang andHuchang Liao, Consistency-based risk assessment with probabilistic linguistic preference relation,Applied Soft Computing, vol. 49, pp. 817-833, 2016.(被引頻次67，SCI/EI)
  18. Weishu Liu andHuchang Liao*, A bibliometric analysis of fuzzy decision research during 1970-2015,International Journal of Fuzzy Systems, vol. 19, no. 1, pp. 1-14, 2017.(被引頻次65，SCI/EI)
  19. Xunjie Gou,Huchang Liao, Zeshui Xu and Francisco Herrera. Double hierarchy hesitant fuzzy linguistic term set and MULTIMOORA method: A case of study to evaluate the implementation status of haze controlling measures,Information Fusion, vol. 38, pp. 22-34, 2017.(被引頻次62，SCI/EI)
  20. Xunjie Gou, Zeshui Xu andHuchang Liao, Hesitant fuzzy linguistic entropy and cross-entropy measures and alternative queuing method for multiple criteria decision making,Information Sciences, vol. 388, pp. 225-246, 2017.(被引頻次62，SCI/EI)
  21. Huchang Liaoand Zeshui Xu, Some new hybrid weighted aggregation operators under hesitant fuzzy multi-criteria decision making environment, Journal of Intelligent & Fuzzy Systems, vol. 26, no. 4, pp. 1601-1617, 2014. (被引頻次62，SCI/EI)
  22. Huchang Liaoand Zeshui Xu, Multi-criteria decision making with intuitionistic fuzzy PROMETHEE, Journal of Intelligent & Fuzzy Systems, vol. 27, no.4, pp. 1703-1717, 2014. (被引頻次61，SSCSCI/EI)
  23. Dejian Yu andHuchang Liao*, Visualization and quantitative research on intuitionistic fuzzy studies,Journal of Intelligent & Fuzzy Systems, vol. 30, no. 6, pp. 3653-3663, 2016.(被引頻次59，SCI/EI)
  24. Xunjie Gou, Zeshui Xu and Huchang Liao, Multiple criteria decision making based on Bonferroni means with hesitant fuzzy linguistic information,Soft Computing, vol. 21, no. 21, pp. 6515-6529, 2017. (被引頻次55，SCI/EI)
  25. Huchang Liaoand Zeshui Xu, Consistency of the fused intuitionistic fuzzy preference relation in group intuitionistic fuzzy analytic hierarchy process,Applied Soft Computing, vol. 35, pp. 812-826, 2015.(被引頻次51，SCI/EI)
  26. Yixin Zhang, Zeshui Xu andHuchang Liao, A consensus process for group decision making with probabilistic linguistic preference relations,Information Sciences, vol. 414, pp. 260-275, 2017. (被引頻次48，SSCI/SCI)
  27. Huchang Liaoand Zeshui Xu, Extended hesitant fuzzy hybrid weighted aggregation operators and their application in decision making, Soft Computing, vol. 19, no. 9, pp. 2551-2564, 2015. (被引頻次47，SCI/EI)
  28. Huchang Liao and Zeshui Xu, Satisfaction degree based interactive decision making method under hesitant fuzzy environment with incomplete weights, International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, vol. 22, no. 4, pp. 553-572, 2014. (被引頻次47，SCI/EI)
  29. X Wu, Huchang Liao*, An approach to quality function deployment based on probabilistic linguistic term sets and ORESTE method for multi-expert multi-criteria decision making,Information Fusion 43, 13-26.(被引頻次43，SCI)
  30. Jian Wu, Francisco Chiclana andHuchang Liao, Isomorphic multiplicative transitivity between intuitionistic and interval-valued fuzzy preference relations and application in deriving priority vector,IEEE Transactions on Fuzzy Systems26(1) (2018) 193-202.(被引頻次43，SCI/EI)
  31. Haifeng Liu, Zeshui Xu andHuchang Liao, The multiplicative consistency index of hesitant fuzzy preference relation, IEEE Transaction on Fuzzy Systems, vol. 24, no. 1, pp. 82-93, 2015. (被引頻次43，SCI/EI)
  32. Huchang Liao, Luanyi Yang, and Z.S. Xu, Two new approaches based on ELECTRE Ⅱ to solve the multiple criteria decision making problems with hesitant fuzzy linguistic term sets, Applied Soft Computing, vol. 63, pp. 223-234, 2018.(被引頻次42，SCI/EI)
  33. Huchang Liaoand Z.S. Xu, Intuitionistic fuzzy hybrid weighted aggregation operators,International Journal of Intelligent Systems, vol. 29, no. 11, pp. 971-993, 2014. (被引頻次41，SCI/EI)
  34. Huchang Liao, Lisheng Jiang, Zeshui Xu, Jiuping Xu and Francisco Herrera, A linear programming method for multiple criteria decision making with probabilistic linguistic information, Information Sciences, vol. 415, pp. 341-355, 2017. (被引頻次40，SCI/EI)
  35. Y.L. Zhai, Z.S. Xu and Huchang Liao, Probabilistic linguistic vector-term sets and its application in group decision making with multi-granular linguistic information, Applied Soft Computing, vol. 49, pp. 801-816, 2016.(被引頻次39，SCI/EI)
  36. Huchang Liao, Zeshui Xu and Meimei Xia, Multiplicative consistency of interval-valued intuitionistic fuzzy preference relation, Journal of Intelligent and Fuzzy Sytems, vol. 27, no. 6, pp. 2969-2985, 2014. (被引頻次39，SCI/EI)
  37. Weishu Liu, Mengdi Gu, Guangyuan Hu, Chao Li,Huchang Liao, Li Tang and Philip Shapira, Profile of developments in biomass-based bioenergy research: a 20-year perspective, Scientometrics, vol. 99, no. 2, pp. 507-521, 2014. (被引頻次35，SCI/EI)

ESI高被引論文

高被引論文（Highly Cited Papers）是指在過去近10年同年度同學科領域中被引頻次排名位於全球前1%的論文。熱點論文（Hot Papers）是指在過去2年所發表的論文近2個月的被引頻次排在該學科排名全球前0.1%的論文。ESI以10年為1個周期對全球所有大學及科研機構的SCI、SSCI論文及其引用情況等進行統計和比較，每2個月更新一次。高被引論文和熱點論文從文獻角度反映了論文影響力，是衡量學校科研影響力的重要指標之一。
(The top one percent most highly cited articles published in Engineering/ Computer Science during 2005-2019) (23papers)：
  1. Xunjie Gou, Huchang Liao, Zeshui XuFrancisco Herrera. Double hierarchy hesitant fuzzy linguistic term set and MULTIMOORA method: A case of study to evaluate the implementation status of haze controlling measures, Information Fusion, vol. 38, pp. 22-34, 2017.(201901新增加, 201901熱點論文)
  2. Xunjie Gou, Zeshui Xu, Huchang Liao, Multiple criteria decision making based on Bonferroni means with hesitant fuzzy linguistic information, Soft Computing, vol. 21, no. 21, pp. 6515-6529, 2017. (201901新增加, 201901熱點論文)
  3. Xunjie Gou, Zeshui Xu, Huchang Liao, Hesitant fuzzy linguistic entropy and cross-entropy measures and alternative queuing method for multiple criteria decision making, Information Sciences, vol. 388, pp. 225-246, 2017. (201901新增加, 201901熱點論文)
  4. Xingli Wu, Huchang Liao*, An approach to quality function deployment based on probabilistic linguistic term sets and ORESTE method for multi-expert multi-criteria decision making, Information Fusion vol. 43, pp. 13-26, 2018. (201901新增加為高被引論文)
  5. Huchang Liao, Zeshui Xu*, Enrique Herrera-Viedma, Francisco Herrera, Hesitant fuzzy linguistic term set and its application in decision making: A state-of-the art survey, International Journal of Fuzzy Systems vol. 20, no. 7, pp. 2084-2110, 2018. (201810新增加, 201901熱點論文)
  6. Huchang Liao, Luanyi Yang, and Z.S. Xu, Two new approaches based on ELECTRE Ⅱ to solve the multiple criteria decision making problems with hesitant fuzzy linguistic term sets, Applied Soft Computing, vol. 63, pp. 223-234, 2018.(201810新增加)
  7. Jian Wu, Francisco Chiclana and Huchang Liao, Isomorphic multiplicative transitivity between intuitionistic and interval-valued fuzzy preference relations and application in deriving priority vector, IEEE Transactions on Fuzzy Systems, vol. 26, no. 1, pp. 193-202, 2018. (201807新增加)
  8. Weishu Liu and Huchang Liao*, A bibliometric analysis of fuzzy decision research during 1970-2015, International Journal of Fuzzy Systems, vol. 19, no. 1, pp. 1-14, 2017. (201805新增加)
  9. Huchang Liao*, Zeshui Xu, Xiao-Jun Zeng and Dong-Ling Xu, An enhanced consensus reaching process in group decision making with intuitionistic fuzzy preference relations, Information Sciences, vol. 329, pp. 274-286, 2016. (201703新增加)
  10. Huchang Liao*, Zeshui Xu and Xiao-Jun Zeng, Hesitant fuzzy linguistic VIKOR method and its application in qualitative multiple criteria decision making, IEEE Transactions on Fuzzy Systems, vol. 23, no. 5, pp. 1343-1355, 2015. (201701新增加)
  11. Huchang Liao and Zeshui Xu. Approaches to manage hesitant fuzzy linguistic information based on the cosine distance and similarity measures for HFLTSs and their application in qualitative decision making. Expert Systems with Applications, vol. 42, no. 12, pp. 5328-5336, 2015. (201609新增加，熱點論文)
  12. Zeshui Xu and Huchang Liao*,A survey of approaches to decision making with intuitionistic fuzzy preference relations, Knowledge-Based Systems, vol. 80, pp. 131-142, 2015. (201607新增加)
  13. Huchang Liao and Zeshui Xu, Extended hesitant fuzzy hybrid weighted aggregation operators and their application in decision making, Soft Computing, vol. 19, no. 9, pp. 2551-2564, 2015. (201605新增加，201605新增ESI熱點論文)
  14. Huchang Liao, Zeshui Xu, Xiao-Jun Zeng and Jose M. Merigó, Qualitative decision making with correlation coefficients of hesitant fuzzy linguistic term sets, Knowledge-Based Systems, vol. 76, pp. 127-138, 2015.
  15. Huchang Liao and Zeshui Xu, Priorities of intuitionistic fuzzy preference relation based on multiplicative consistency, IEEE Transactions on Fuzzy Systems, vol. 22, no. 6, pp. 1669-1681, 2014.
  16. Zeshui Xu and Huchang Liao#,*, Intuitionistic fuzzy analytic hierarchy process, IEEE Transactions on Fuzzy Systems, vol. 22, no. 4, pp. 749-761, 2014.
  17. Huchang Liao, Zeshui Xu and Xiao-Jun Zeng, Distance and similarity measures for hesitant fuzzy linguistic term sets and their application in multi-criteria decision making, Information Sciences, vol. 271 pp. 125-142, 2014.
  18. Huchang Liao, Zeshui Xu and Meimei Xia, Multiplicative consistency of hesitant fuzzy preference relation and its application in group decision making, International Journal of Information Technology & Decision Making, vol. 13, no. 1, pp. 47-76, 2014. (ESI熱點論文)
  19. Huchang Liao and Zeshui Xu, Some new hybrid weighted aggregation operators under hesitant fuzzy multi-criteria decision making environment, Journal of Intelligent & Fuzzy Systems, vol. 26, no. 4, pp. 1601-1617, 2014.
  20. Huchang Liao and Zeshui Xu, Subtraction and division operations over hesitant fuzzy sets, Journal of Intelligent & Fuzzy Systems, vol. 27, no. 1, pp. 65-72, 2014.
  21. Huchang Liao and Zeshui Xu, Multi-criteria decision making with intuitionistic fuzzy PROMETHEE, Journal of Intelligent & Fuzzy Systems, vol. 27, no.4, pp. 1703-1717, 2014.
  22. Meimei Xia, Zeshui Xu and Huchang Liao, Preference relations based on intuitionistic multiplicative information, IEEE Transactions on Fuzzy Systems, vol. 21, no. 1, pp. 113-133, 2013.
  23. Huchang Liao and Zeshui Xu, A VIKOR-based method for hesitant fuzzy multi-criteria decision making, Fuzzy Optimization and Decision Making, vol. 12, no. 4, pp. 373-392, 2013. (ESI熱點論文)

研究方向

複雜信息決策理論與方法、不確定多屬性決策分析、智慧型計算與決策支持系統、模糊集與模糊系統、多源信息融合、大數據驅動的醫療管理決策、商務智慧型與數據科學、物流工程等。

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