刘雅雅

职称/职务:副教授

主要研究领域:人工智能、智能决策、人机交互与信息处理

电子邮箱:1109731034@qq.com

办公室:经管大楼A楼909室

教育背景与工作经历

博士(硕博连读),信息科学与技术学院,计算机科学与技术,西南交通大学

博士, 计算机学院,信息与通信技术, 西班牙Universidad de Jaen大学


教研项目及成果

发表论文

(1) FedDSHAR: A dual-strategy federated learning approach for human activity recognition amid noise label user. Future Gener. Comput. Syst. 166: 107724 (2025).(SCI,中科院二区)

(2) Automatic consensus models to balance consensus cost, consistency level and consensus degree with attitudinal trust mechanism. Inf. Sci. 716: 122222 (2025). (SCI, 中科院二区)

(3) Three Way Group Decision Making with Personalized Numerical Scale of Comparative Linguistic Expression: An Application to Traditional Chinese Medicine,IEEE Transactions on Fuzzy Systems,2024.(SCI,中科院一区, Top, IF:11.9)

(4) Managing non-cooperative behaviors in consensus reaching processes: A comprehensive self-management weight generation mechanism, Applied Intelligence,2024,54. 2673-2702. (SCI, 中科院二区)

(5) Fuzzy semantic model of PHFLTS: application to linguistic group decision making,Information Fusion, 2024,103,102118. (SCI,中科院一区, Top, IF:18.6)

(6) Fuzzy encoding and decoding approaches for 2-TCLE and their applications in multi-criteria decision making, Information Sciences 2023, 640, 119033. (SCI,中科院一区, Top, IF:8.1)

(7) Type-2 fuzzy envelope of hesitant fuzzy linguistic term set: a new representation model of comparative linguistic expressions, IEEE Transactions on Fuzzy Systems,2019, 27(12): 2312-2326.(SCI,中科院一区, Top, IF:11.9)

(8) Type-2 fuzzy envelope of extended hesitant fuzzy linguistic term set: application to multi-criteria group decision making. Computers & Industrial Engineering, 2022, 169, 108208. (SCI, 中科院一区)

(9) Improving decision making approaches based on fuzzy soft sets and rough soft sets, Applied Soft Computing, 2018, 65: 320-332.(SCI, 中科院一区)

(10) Analyzing the performance of classical consensus models in large scale group decision making: A comparative study, Applied Soft Computing, 2018, 67:677-690.(SCI, 中科院一区,ESI高被引论文)

(11) Hesitant linguistic expression soft sets: Application to group decision making, Computers & Industrial Engineering, 2019,136: 575-590.(SCI, 中科院一区)

(12) Interval Type-2 fuzzy envelope of proportional hesitant fuzzy linguistic term set: Application to Large-Scale Group Decision Making, Mathematics, 2022, 10, 1368 (SCI,JCR一区).

(13) Extend tversky’s ratio model to an asymmetric similarity measurement model with three conditional parameters: 3p-ASM Model, International Journal of Computational Intelligence Systems, vol. 16, 113, 2023. (SCI)

(14) Intertemporal hesitant fuzzy soft sets: Application to Group Decision Making, International Journal of Fuzzy Systems,2020.(SCI)

(15) A comparative study of some soft rough sets, Symmetry, 2017,9(11), 252.(SCI)

(16) Object-parameter approaches to predicting unknown data in an incomplete fuzzy soft set, International Journal of Applied Mathematics and Computer Science, 2017, 27(1): 157-167. (SCI)

(17) A theoretical development on the entropy of interval-valued intuitionistic fuzzy soft sets based on the distance measure, International Journal of Computational Intelligence Systems, 2017, 10(1):569-592.(SCI)

(18) Incremental update of rough set approximation under the grade indiscernibility relation, International Journal of Computational Intelligence Systems, 2017,10(1):212-233.(SCI)

 

近5年主持/参与的科研项目

2025.上海理工大学乘风计划,项目负责人,在研

2024.上海市哲社项目,项目负责人,在研

2021.01-2023.1,国家自然科学基金青年项目,项目负责人, 已结题

2022.01-2025.12, 国家自然科学基金面上项目,项目参与人,在研

2019 上海理工大学思学计划,项目负责人,已结题

2022 上海理工大学科研项目课程,项目负责人,已结题

2024 上海理工大学致远计划,项目负责人,在研

2020.01-2021.12 上海理工大学自然科学培育基金项目,项目负责人,已结题

 

教学成效及获奖

教学获奖:获上海理工大学青年教师教学竞赛优胜奖,学院1等奖

指导学生获奖:指导本科生获得数学建模竞赛全国3等奖1项;指导研究生获得研究生国家奖学金2项;指导研究生获得数学建模竞赛全国2等奖1项

指导本科生发表论文:指导本科生(本科生1作)发表校B类论文2篇,C类论文1篇

2022-2023年指导大创项目2项

2019年上海理工大学管理学院突出贡献奖

2020年上海理工大学管理学院优秀贡献奖


硕士招生意向

面向系统工程全日制硕士招生,诚邀科研兴趣浓厚、有读博意向的同学报考(尽量有程序基础、数学英语尽量好一些)



主讲课程

人工智能基础(本科)、人工智能(硕士)、高级决策科学(博士)

学术活动与社会服务

受邀担任IEEE Transactions on Fuzzy Systems, Information Sciences,Information Fusion, Knowledge-Based Systems, IEEE Access, Iranian Journal ofFuzzy Systems, Computers & Industrial Engineering, International Journal ofFuzzy Systems, International Journal of Computational Intelligence Systems等国际期刊的同行评议专家。

荣誉

教学成效及获奖

教学获奖:获2020年度上海理工大学青年教师教学竞赛优胜奖,学院1等奖

指导学生获奖:指导本科生获得数学建模竞赛全国3等奖1项;指导研究生获得2023年研究生国家奖学金1项;指导研究生获得数学建模竞赛全国2等奖1项

指导本科生发表论文:指导本科生(本科生1作)发表校B类论文2篇,C类论文1篇

2022-2023年指导大创项目2项

2019年上海理工大学管理学院突出贡献奖

2020年上海理工大学管理学院优秀贡献奖