NSFC面上项目《异构信息下面向共识的多准则群决策分类模型与方法研究》（71971039）成果列表【标注基金号】
专著
[01] Zhen Zhang, Wenyu Yu, Zhuolin Li. Modeling Complex Linguistic Information to Support Group Decision Making Under Uncertainty, Springer Nature, Singapore, 2024, ISBN: 978-981-97-3583-9.
期刊论文
[44] Yaya Liu, Yue Wang, Rosa M. Rodríguez, Zhen Zhang*, Luis Martínez. Automatic consensus models to balance consensus cost, consistency level and consensus degree with attitudinal trust mechanism, Information Sciences, 2025, in press. (SCI, EI, 2023 IF=8.1)
[43] Zihang Jia, Zhen Zhang*, Witold Pedrycz. Generation of granular-balls for clustering based on the principle of justifiable granularity, IEEE Transactions on Cybernetics, 2025, 55(4), pp. 1687-1700. (SCI, EI, IF=9.4, ABS 3)
[42] Qian Liang, Zhen Zhang*, Yingsheng Su. Constructive preference elicitation for multi-criteria decision analysis using an estimate-then-select strategy, Information Fusion, 2025, 118, 102926. (SCI, EI, 2023 IF=14.8)
[41] Zhuolin Li, Zhen Zhang*, Witold Pedrycz. An incremental preference elicitation-based approach to learning potentially non-monotonic preferences in multi-criteria sorting, European Journal of Operational Research, 2025, 323(2), pp. 553-570. (SCI, EI, IF=6.0, ABS 4)
[40] Zhen Zhang, Zhuolin Li*, Wenyu Yu*. Lexicographic optimization-based approaches to learning a representative model for multi-criteria sorting with non-monotonic criteria, Computers & Operations Research, 2025, 175, 106917. (SCI, EI, 2023 IF=4.1, ABS 3)
[39] Zhuolin Li, Zhen Zhang*, Witold Pedrycz. Integrating machine learning models to learn potentially non-monotonic preferences for multi-criteria sorting from large-scale assignment examples, Omega, 2025, 131, 103219. (SCI, SSCI, EI, IF=6.7, ABS 3)
[38] Zhuolin Li, Zhen Zhang*. Modeling personalized individual semantics in multicriteria decision making with incomplete linguistic preference relations: A preference disaggregation perspective, IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2025, 55(1), pp. 390-403. (SCI, EI, 2023 IF=8.6, ABS 3)
[37] Shanglei Chai, Wenjun Chu, Zhen Zhang, Zhilong Li, Mohammad Zoynul Abedin*. Dynamic nonlinear connectedness between the green bonds, clean energy, and stock price: The impact of the COVID-19 pandemic, Annals of Operations Research, 2025, 345(2-3), pp. 1137-1164. (SCI, 2023 IF=4.4, ESI高被引论文)
[36] Shanglei Chai, Zixuan Zhang, Zhen Zhang*. Carbon price prediction for China's ETS pilots using variational mode decomposition and optimized extreme learning machine, Annals of Operations Research, 2025, 345(2-3), pp. 809-830. (SCI, 2023 IF=4.4)
[35] Tiantian Gai, Jian Wu, Changyong Liang, Mingshuo Cao, Zhen Zhang. A quality function deployment model by social network and group decision making: Application to product design of e-commerce platforms, Engineering Applications of Artificial Intelligence, 2024, 133, 108509. (SCI, EI, 2022 IF=8)
[34] Qian Liang, Chenyu Luo, Zhen Zhang, Dong Cheng*. Mining ordinal-cardinal consensus for large-scale group decision making with incomplete fuzzy preference relations, IEEE Transactions on Fuzzy Systems, 2024, 32(6): 3542-3555. (SCI, EI, 2022 IF=11.9).
[33] Zhuolin Li, Zhen Zhang, Wenyu Yu*. Consensus reaching for ordinal classification-based group decision making with heterogeneous preference information, Journal of the Operational Research Society, 2024, 75(2), pp. 224-245.. (SCI, SSCI, EI, 2022 IF=3.6, ESI高被引论文)
[32] Zhuolin Li, Zhen Zhang*. Threshold-based value-driven method to support consensus reaching in multicriteria group sorting problems: A minimum adjustment perspective, IEEE Transactions on Computational Social Systems, 2024, 11(1), pp. 1230-1243. (SCI, EI, 2022 IF=5, ESI高被引论文))
[31] Jian Wu, Guangyin Zhang, Yumei Xing, Yujia Liu*, Zhen Zhang, Yucheng Dong, Enrique Herrera-Viedma. A sentiment analysis driven method based on public and personal preferences with correlated attributes to select online doctors, Applied Intelligence, 2023, 53(16), pp. 19093-19114. (SCI, EI, 2022 IF=5.3)
[30] Zhen Zhang*, Zhuolin Li. Consensus-based TOPSIS-Sort-B for multi-criteria sorting in the context of group decision making, Annals of Operations Research, 2023, 325(2), pp. 911-938. (SCI, 2022 IF=4.8, ESI高被引论文)
[29] Peng Li, Zhiwei Xu, Zhen Zhang*, Zhuolin Li, Cuiping Wei. Consensus reaching in multi-criteria social network group decision making: A stochastic multicriteria acceptability analysis-based method, Information Fusion, 2023, 97, 101825. (SCI, EI, 2023 IF=4.7, ESI高被引论文)
[28] 张震*, 李卓琳. 考虑个性化语义和一致性的群体决策共识模型, 管理工程学报, 2023, 37(6), pp. 157-168. (CSSCI, FMS-T1)
[27] Tiantian Gai, Mingshuo Cao, Francisco Chiclana, Zhen Zhang, Yucheng Dong, Enrique Herrera-Viedma, Jian Wu*. Consensus-trust driven bidirectional feedback mechanism for improving consensus in social network large-group decision making, Group Decision and Negotiation, 2023, 32(1), pp. 45-74, doi: 10.1007/s10726-022-09798-7. (SSCI检索号: WOS:000854828200001, 2022 IF=3.0, ESI高被引/热点论文)
[26] Yiling Yang, Tiantian Gai, Mingshuo Cao, Zhen Zhang, Hengjie Zhang, Jian Wu*. Application of group decision making in shipping industry 4.0: Bibliometric analysis, trends and future directions, Systems, 2023, 11(2), 69. (SSCI, 2022 IF=1.9, ESI高被引/热点论文)
[25] Yuan Gao, Zhen Zhang*. Consensus reaching with non-cooperative behavior management for personalized individual semantics-based social network group decision making, Journal of the Operational Research Society, 2022, 73(11), pp. 2518-2535. (SCI, SSCI, EI, 2022 IF=3.6, ESI高被引/热点论文)
[24] Zhen Zhang*, Zhuolin Li. Personalized individual semantics-based consistency control and consensus reaching in linguistic group decision making, IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2022, 52(9), pp. 5623-5635. (SCI, EI, 2022 IF=8.7, ESI高被引/热点论文)
[23] Shanglei Chai, Xiaoli Yang, Zhen Zhang, Mohammad Zoynul Abedin*, Brian Lucey. Regional imbalances of market efficiency in China's pilot emission trading schemes (ETS): A multifractal perspective, Research in International Business and Finance, 2022, 63, 101758. (SSCI, 2022 IF=6.5)
[22] Zhuolin Li, Zhen Zhang, Wenyu Yu*. Consensus reaching with consistency control in group decision making with incomplete hesitant fuzzy linguistic preference relations, Computers & Industrial Engineering, 2022, 170, 108311. (SCI, EI, 2021 IF=7.9, ESI高被引论文)
[21] Lin Tang, Leilei Sun, Chonghui Guo, Zhen Zhang. Adaptive spectral affinity propagation clustering, Journal of Systems Engineering and Electronics, 2022, 33(3), pp. 647-664. (SCI, EI, 2022 IF=2.1)
[20] Yating Liu, Yao Li, Zhen Zhang*, Yi Xu, Yucheng Dong. Classification-based strategic weight manipulation in multiple attribute decision making, Expert Systems with Applications, 2022, 197, 116781. (SCI, EI, 2021 IF=8.5)
[19] Qingxing Dong*, Qi Sheng, Luis Martinez, Zhen Zhang*. An adaptive group decision making framework: Individual and local world opinion based opinion dynamics, Information Fusion, 2022, 78, pp. 218-231. (SCI, SSCI, EI, 2022 IF=18.6)
[18] Najid Ahmad, Xuejiao Ma. How does tourism development affect environmental pollution?, Tourism Economics, 2022, 28(6), pp. 1453–1479 (SSCI, 2022 IF=4.4)
[17] Qichuan Jiang, Xuejiao Ma*. Spillovers of environmental regulation on carbon emissions network, Technological Forecasting and Social Change, 2021, 169, 120825. (SSCI, EI, 2021 IF=10.884)
[16] Zhen Zhang*, Zhuolin Li, Yuan Gao. Consensus reaching for group decision making with multi-granular unbalanced linguistic information: A bounded confidence and minimum adjustment-based approach, Information Fusion, 2021, 74, pp. 96-110. (SCI, EI, 2021 IF=17.564) .
[15] Qichuan Jiang, Xuejiao Ma*, Yun Wang. How does the one belt one road initiative affect the green economic growth?, Energy Economics, 2021, 101, 105429. (SSCI, EI, 2021 IF=9.2522)
[14] 张恒杰, 王芳, 董庆兴, 巩在武, 吴坚, 吴志彬, 许叶军, 张震, 董玉成*, 群体共识决策的研究进展与展望, 电子科技大学学报（社科版）, 2021, 23(2), pp. 26-37.
[13] Wenyu Yu, Zhen Zhang*, Qiuyan Zhong. Consensus reaching for MAGDM with multi-granular hesitant fuzzy linguistic term sets: a minimum adjustment-based approach, Annals of Operations Research, 2021, 300(2), pp. 443-466. (SCI, 2021 IF=4.82，ESI高被引论文).
[12] Zhen Zhang, Xinyue Kou, Wenyu Yu*, Yuan Gao. Consistency improvement for fuzzy preference relations with self-confidence: An application in two-sided matching decision making, Journal of the Operational Research Society, 2021, 72(8), pp. 1914-1927. (SCI, SSCI, EI, 2021 IF=3.051)
[11] Zhen Zhang, Junliang Gao, Yuan Gao, Wenyu Yu*. Two-sided matching decision making with multi-granular hesitant fuzzy linguistic term sets and incomplete criteria weight information, Expert Systems with Applications, 2021, 168, 114311. (SCI, SSCI, EI, 2021 IF=8.665)
[10] Yuzhu Wu, Zhen Zhang, Gang Kou, Hengjie Zhang, Xiangrui Chao, Cong-Cong Li, Yucheng Dong*, Francisco Herrera. Distributed linguistic representations in decision making: Taxonomy, applications, and challenges in data science and artificial intelligence, Information Fusion, 2021, 65, pp.165-178. (SCI, SSCI, EI, 2021 IF=17.564，ESI高被引论文)
[09] Lin Tang, Chonghui Guo, Leilei Sun, Yuqian Zuo, Zhen Zhang. A simulation research towards better leverage of sales ranking, Journal of Systems Sciences and Systems Engineering, 2021, , 2021, 30(1), pp. 105-122. (SCI, EI, 2021 IF=1.265)
[08] Qingli Dong, Xuejiao Ma. Enhanced fuzzy time series forecasting model based on hesitant differential fuzzy sets and error learning, Expert Systems with Applications, 2021, 166, 114056. (SCI, EI, 2020 IF=8.665)
[07] Yunxuan Dong, XuejiaoMa, Tonglin Fu. Electrical load forecasting: A deep learning approach based on K-nearest neighbors, Applied Soft Computing, 2021, 99, 106900. (SCI, SSCI, EI, 2021 IF=8.263)
[06] Zhen Zhang, Wenyu Yu*, Luis Martinez, Yuan Gao. Managing multigranular unbalanced hesitant fuzzy linguistic information in multiattribute large-scale group decision making: A linguistic distribution-based approach, IEEE Transactions on Fuzzy Systems, 2020, 28(11), pp. 2875-2889. (SCI, EI, 2020 IF=12.029, ESI高被引/热点论文)
[05] Zhen Zhang*, Yuan Gao, Zhuolin Li. Consensus reaching for social network group decision making by considering leadership and bounded confidence, Knowledge-Based Systems, 2020, 204, 106240. (SCI, EI, 2020 IF=8.038)
[04] Shanglei Chai, Zhen Zhang*, Mo Du, Le Jiang. Volatility similarity and spillover effects in G20 stock market co-movements: An ICA-based ARMA-APARCH-M approach, Complexity, 2020, Article ID 8872307. (SCI, SSCI, EI, 2020 IF=2.833)
[03] Xuejiao Ma, Ping Jiang, Qichuan Jiang. Research and application of association rule algorithm and an optimized grey model in carbon emissions forecasting, Technological Forecasting and Social Change, 2020, 158, 120159. (SSCI, EI, 2020 IF=8.593)
[02] Xuejiao Ma, Yunxuan Dong. An estimating combination method for interval forecasting of electrical load time series, Expert Systems with Applications, 2020, 158, 113498. (SCI, EI, 2020 IF=6.954)
[01] Zhen Zhang, Xinyue Kou, Iván Palomares, Wenyu Yu*, Junliang Gao. Stable two-sided matching with incomplete fuzzy preference relations: A disappointment theory based approach, Applied Soft Computing, 2019, 84, 105730. (SCI, SSCI, EI, 2019 IF=5.472)
会议论文
[04] Xiaoli Yang, Shanglei Chai*, Huizheng Chen and Zixuan Zhang. Multi-ETS carbon prices forecasting based on EMD-SVM modelng. In Proceedings of 5th International Conference on Advances in Energy and Environment Research (ICAEER 2020), E3S Web of Conferences 194, 04052, Shanghai, 18-20 September 2020.
[03] Zhen Zhang, Zhuolin Li, Wenyu Yu*. Some models to improve the worst consistency level of hesitant fuzzy preference relations. In Proceedings of the 14th International FLINS Conference on Robotics and Artificial Intelligence (FLINS 2020), pp. 327–335, Cologne, Germany, 18-21 August 2020.
[02] Amin Mahmoudi, Saad Ahmed Javed, Zhen Zhang*, Xiaopeng Deng. Grey group QUALIFLEX method: Application in project management. In Proceedings of the 14th International Conference on Intelligent Systems and Knowledge Engineering (ISKE 2019), pp. 189-195, Dalian, China, 14-16 November, 2019. (EI)
[01] Zhen Zhang, Yuan Gao, Wenyu Yu*. Group decision making with linguistic distribution preference relations: An interval numerical scale-based approach. In Proceedings of the 14th International Conference on Intelligent Systems and Knowledge Engineering (ISKE 2019), pp. 125-128, Dalian, China, 14-16 November, 2019. (EI)