-  决策分析：群体决策，语言决策，多准则决策，偏好学习，双边匹配决策，数据驱动的决策分析

- 大数据分析：粒计算，数据驱动的预测分析，推荐系统，图数据挖掘

特别提示：获取全文，请访问如下链接：

https://desci-dut.github.io/publications.html

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.

专著章节

[01] Zhen Zhang, Chonghui Guo. Association rules evaluation by a hybrid multiple criteria decision method, in: G. Yang (Ed.), Multidisciplinary Studies in Knowledge and Systems Science, IGI Global, Hershey PA, 2013, pp. 167-178. (Selected paper from the International Journal of Knowledge and Systems Science) 

期刊论文

[54] 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, in press. (SCI, EI, 2023 IF=4.1, ABS 3)

[53] 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, 检索号: WOS:001348604300001, EI检索号: 20244417303156, IF=6.7, ABS 3)

[52] 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, 2024, doi: 10.1109/TSMC.2024.3472699. (SCI检索号: WOS:001339074200001, EI检索号: 20244417284612, 2023 IF=8.6, ABS 3) 

[51] 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, 2024, in press, doi: 10.1007/s10479-021-04452-y. (SCI检索号: WOS:000739281600002, 2023 IF=4.4, ABS 3, ESI高被引论文) 

[50] 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, 2024, in press, doi: 10.1007/s10479-021-04392-7. (SCI检索号: WOS:000720212600001, 2023 IF=4.4, ABS 3) 

[49] 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检索号: WOS:001240137400035, EI检索号: 20241315801527, 2023 IF=10.7)

[48] 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检索和: WOS:001235076100001, EI检索号: 20241815997176, 2023 IF=7.5)

[47] 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, 检索号: WOS:000945619700001, EI检索号: 20231213791711, 2023 IF=2.7, ABS 3, ESI高被引论文)

[46] 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, doi: 10.1109/TCSS.2023.3251351. (SCI检索号: WOS:000953734400001, EI检索号: 20231113737602, 2023 IF=4.5, ESI高被引论文)

[45] 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检索号: WOS:000937787700001, EI检索号: 20230813620405, 2023 IF=3.4) 

[44] 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检索号: WOS:000854429600001, 2023 IF=4.4, ABS 3, ESI高被引论文)

[43] 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检索号: WOS:000998662500001, EI检索号: 20231814047451, 2023 IF=14.7, ESI高被引论文)

[42] 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)

[41] 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. (SSCI检索号: WOS:000854828200001, 2023 IF=3.6, ESI高被引/热点论文)

[40] 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检索号: WOS:000941352700001, 2023 IF=2.3, ESI高被引/热点论文)

[39] 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, 检索号: WOS:000717873400001, EI检索号: 20214711193609, 2022 IF=3.6, ABS 3，ESI高被引/热点论文) 

[38] Youwei Chen, Pengwei Zhao, Zhen Zhang, Juncheng Bai, Yuqi Guo. A stock price forecasting model integrating complementary ensemble empirical mode decomposition and independent component analysis, International Journal of Computational Intelligence Systems, 2022, 15(1), 75. (SCI检索号: WOS:000853044500001, EI检索号: 20223912781655, 2022 IF=2.9)

[37] 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检索号: WOS:000859757700003, 2022 IF=6.5)

[36] 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检索号: WOS:000727917600001, EI检索号: 20215011322179, 2022 IF=8.7, ABS 3，ESI高被引/热点论文) 

[35] 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检索号: WOS:000818351800012, EI检索号: 20222912372273, 2022 IF=2.1)

[34] 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检索号: WOS:000833557400003, EI检索号: 20222612295209, 2022 IF=7.9, ESI高被引论文)

[33] 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检索号: WOS:000819798800008, EI检索号: 20221011769326, 2022 IF=8.5)

[32] 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, 检索号: WOS:000710490300008, EI检索号: 20214211023719, 2022 IF=18.6)

[31] 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, 检索号: WOS:000540105600001, EI检索号: 20202408805887, 2021 IF=3.051, ABS 3，ESI高被引论文)  

[30] 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检索号: WOS:000659136200008, EI检索号: 20211610235931, 2021 IF=17.564, ESI高被引论文) 

[29] 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检索号: WOS:000492567900004, 2021 IF=4.82, ABS 3，ESI高被引论文) 

[28] 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. 

[27]  Lin Tang, Chonghui Guo*, Leilei Sun, Yuqian Zuo, Zhen Zhang. A simulation research towards better leverage of sales ranking, Journal of Systems Science and Systems Engineering, 2021, 30(1), pp. 105-122. (SCI检索号: WOS:000608077700001, EI检索号: 20210509868461, 2021 IF=1.265) 

[26] 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检索号: WOS:000615906500001, EI检索号: 20204809538663, 2021 IF=8.665, ABS 3，ESI高被引论文)  

[25] 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检索号: WOS:000587595900014, EI检索号: 20203909238896, 2021 IF=17.564，ESI高被引论文) 

[24] 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, 检索号: WOS:000601201300003, EI检索号: 20205209689577, 2020 IF=2.833) 

[23] 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检索号: WOS:000587703000018, EI检索号: 20204709500349, 2020 IF=12.029, ESI高被引/热点论文) 

[22] 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检索号: WOS:000556554200034, EI检索号：20202908949711, 2020 IF=8.038，ESI高被引论文) 

[21] 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, 检索号: WOS:000490753200042, EI检索号: 20193507375492, 2019 IF=5.472) 

[20] Yue Zheng, Guangquan Zhang, Zhen Zhang, Jie Lu*. A reducibility method for the weak linear bilevel programming problems and a case study in principal-agent, Information Sciences, 2018, 454-455, pp. 46-58. (SCI检索号: WOS:000435045600004, EI检索号: 20181805125276, 2018 IF=5.524)

[19] Zhen Zhang*, Xinyue Kou, Wenyu Yu, Chonghui Guo. On priority weights and consistency for incomplete hesitant fuzzy preference relations, Knowledge-Based Systems, 2018, 143, pp. 115-126. (SCI检索号: WOS:000425199600011, EI检索号: 20180104597596, 2018 IF=5.101, ESI高被引/热点论文) 

[18] Zhen Zhang*, Xinyue Kou, Qingxing Dong*. Additive consistency analysis and improvement for hesitant fuzzy preference relations, Expert Systems with Applications, 2018, 98, pp. 118-128.  (SCI检索号: WOS:000425560300010, EI检索号: 20180504694553, 2018 IF=4.292, ABS 3，ESI高被引论文)  

[17] 于文玉, 仲秋雁, 张震*. 权重信息不完全的多粒度犹豫模糊语言群决策, 系统工程理论与实践, 2018, 38(3), pp. 777-785. (EI检索号: 20182005188728, CSSCI, FMS-T1) 

[16] Zhen Zhang, Chonghui Guo. Deriving priority weights from intuitionistic multiplicative preference relations under group decision-making settings, Journal of the Operational Research Society, 2017, 68(12), pp. 1582-1599. (SCI, SSCI, 检索号: WOS:000416798000009, EI检索号: 20170803382142, 2017 IF=1.396, ABS 3) 

[15] Wenyu Yu, Zhen Zhang*, Qiuyan Zhong, Leilei Sun. Extended TODIM for multi-criteria group decision making based on unbalanced hesitant fuzzy linguistic term sets, Computers & Industrial Engineering, 2017, 114, pp. 316-328. (SCI, SSCI, 检索号: WOS:000418314300027, EI检索号: 20174504373406, 2017 IF=3.195，ESI高被引论文) 

[14] Zhen Zhang Chonghui Guo, Luis Martinez. Managing multigranular linguistic distribution assessments in large-scale multiattribute group decision making, IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2017, 47(11), pp. 3063-3076. (SCI, SSCI, 检索号: WOS:000413071700023, EI检索号: 20174904487504, 2017 IF=5.135, ESI高被引论文, ABS 3)

[13] Zhen Zhang, Chonghui Guo. A VIKOR-based approach to group decision making with uncertain preference ordinals and incomplete weight information, Informatica, 2016, 27(3), pp. 689-708. (SCI, SSCI, 检索号: WOS:000385691700011, EI检索号: 20180604771083, 2016 IF=1.056) 

[12] Zhen Zhang, Chonghui Guo. Consistency and consensus models for group decision-making with uncertain 2-tuple linguistic preference relations, International Journal of Systems Science, 2016, 47(11), pp. 2572-2587. (SCI, SSCI, 检索号: WOS:000372740400008, EI检索号: 20150700506633, 2016 IF=2.285) 

[11] Zhen Zhang, Chonghui Guo. Fusion of heterogeneous incomplete hesitant preference relations in group decision making, International Journal of Computational Intelligence Systems, 2016, 9(2), pp. 245-262. (SCI检索号: WOS:000370006700004, EI检索号: 20160801967961, 2016 IF=1.14) 

[10] Zhen Zhang, Chonghui Guo. Notes on “logarithmic least squares method to priority for group decision making with incomplete fuzzy preference relations”, Applied Mathematical Modelling, 2016, 40(3), pp. 1788-1792. (SCI检索号: WOS:000369191600009, EI检索号: 20155201720250, 2016 IF=2.35) 

[09] Zhen Zhang, Chonghui Guo. Consistency-based algorithms to estimate missing elements for uncertain 2-tuple linguistic preference relations, International Journal of Computational Intelligence Systems, 2014, 7(5), pp. 924-936. (SCI检索号: WOS:000343408700009, EI检索号: 20143600055627, 2014 IF=0.574)

[08] Zhen Zhang, Chonghui Guo. An approach to group decision making with heterogeneous incomplete uncertain preference relations, Computers & Industrial Engineering, 2014, 71, pp. 27-36. (SCI检索号: WOS:000335103700004, EI检索号: 20141317516551, 2014 IF=1.783)

[07] Chonghui Guo, Jiajia Wang, Zhen Zhang. Evolutionary community structure discovery in dynamic weighted networks, Physica A, 2014, 413, pp. 565-576. (SCI检索号: WOS:000340977700058, EI检索号: 20143218023196, 2014 IF=1.732)

[06] Zhen Zhang, Chonghui Guo. A method for multi-granularity uncertain linguistic group decision making with incomplete weight information, Knowledge-Based Systems, 2012, 26, pp. 111-119. (SCI检索号: WOS:000299979400013, EI检索号: 20115214638785, 2012 IF=4.104) 

[05] 张震, 郭崇慧. 基于相对熵的多粒度不确定语言型群决策方法, 大连理工大学学报, 2012, 52(6), pp. 921-927. (EI检索号: 20130215894976)

[04] Zhen Zhang, Chonghui Guo. Association rules evaluation by a hybrid multiple criteria decision method, International Journal of Knowledge and Systems Science (IJKSS), 2011, 2(3), pp. 14-25.

[03] 张震, 郭崇慧. 一种基于二元语义信息处理的多属性群决策方法, 控制与决策, 2011, 26(12), pp. 1881- 1885. (EI检索号: 20120214672679) 

[02] 郭崇慧, 张震. 基于组合评价方法的关联规则兴趣度评价, 情报学报, 2011, 30(4), pp. 353-360. (CSSCI, 国家自然科学基金委员管理学部A类期刊)

[01] 柴尚蕾, 郭崇慧, 张震. 国际股指波动性的非对称效应异方差模型及聚类分析, 系统管理学报, 2011, 20(2), pp. 136-142. （国家自然科学基金委员管理学部A类期刊）

会议论文

[15] 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. (ISTP检索号: WOS:000656123200040)

[14] 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检索号: 20203909249633, ISTP)

[13] 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检索号: 20203909249544, ISTP)

[12] Zhen Zhang, Junliang Gao, Wenyu Yu*. Evaluating collaboration ability of R&D team members: A multi-granular hesitant fuzzy linguistic approach. In Proceedings of the 11th Conference of the European Society for Fuzzy Logic and Technology (EUSFLAT 2019), pp. 30-36, Prague, 9-13 September, 2019. (EI检索号: 20203809193310, ISTP检索号: WOS:000558710000005) 

[11] Zhen Zhang, Wenyu Yu. An optimization-based approach to aggregating multi-granular hesitant fuzzy linguistic term sets. In Proceedings of the 13th International FLINS Conference on Data Science and Knowledge Engineering for Sensing Decision Support (FLINS 2018), pp. 205-212, Belfast, Northern Ireland, UK, 21-24, August 2018. (ISTP检索号: WOS:000468160600028) 

[10] Zhen Zhang, Xinyue Kou, Wenyu Yu. Two-sided matching decision making based on heterogeneous incomplete preference relations. In Proceedings of the 12th International Conference on Intelligent Systems and Knowledge Engineering (ISKE 2017), pp. 1-6, Nanjing, China, 24-26 November, 2017. (EI检索号: 20182405294757, ISTP检索号: WOS:000427969500024)

[09] Wei Wei, Chonghui Guo, Jingfeng Chen, Zhen Zhang. Textual topic evolution analysis based on term co-occurrence: A case study on the government work report of the State Council (1954-2017). In Proceedings of the 12th International Conference on Intelligent Systems and Knowledge Engineering (ISKE 2017), pp. 1-6, Nanjing, China, 24-26 November, 2017. (EI检索号: 20182405294230, ISTP检索号: WOS:000427969500020)

[08] Wenyu Yu, Zhen Zhang*, Qiuyan Zhong. A TODIM-based approach to large-scale group decision making with multi-granular unbalanced linguistic information. In Proceedings of the 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), pp. 1-8, Naples, Italy, 9-12 July, 2017. (EI检索号: 20174004231971, ISTP检索号: WOS:000426449100195)

[07] Zhen Zhang, Wenyu Yu, Chonghui Guo. Group decision making based on acceptably consistent interval multiplicative preference relations. In Proceedings of the 17th International Symposium on Knowledge and Systems Sciences (KSS 2016), published by CCIS (vol. 660), pp. 165-174, Kobe, Japan, 4-6 November, 2016. (EI检索号:  20164502993525, ISTP检索号: WOS:000401651300014) 

[06] Zhen Zhang, Chonghui Guo. Minimum adjustment-based consistency and consensus models for group decision making with interval pairwise comparison matrices. In Proceedings of the 2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), pp. 1701-1708, Vancouver, Canada, 24-29 July, 2016. (EI检索号: 20165203166430, ISTP检索号: WOS:000392150700236) 

[05] Wenyu Yu, Qiuyan Zhong, Zhen Zhang. Fusing multi-granular unbalanced hesitant fuzzy linguistic information in group decision making. In Proceedings of the 2016 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), pp. 872-879, Vancouver, Canada, 24-29 July, 2016. (EI检索号: 20165203166304, ISTP检索号: WOS:000392150700121) 

[04] Zhen Zhang, Chonghui Guo. New operations of hesitant fuzzy linguistic term sets with applications in multi-attribute group decision making. In Proceedings of the 2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2015), pp. 1-8, Istanbul, Turkey, 2-5 August, 2015. (EI检索号: 20160902035925, ISTP检索号: WOS:000370288300037)

[03] Zhen Zhang, Guangquan Zhang, Jie Lu, Chonghui Guo. A fuzzy tri-level decision making algorithm and its application in supply chain. In Proceedings of the 8th conference of the European Society for Fuzzy Logic and Technology (EUSFLAT 2013), pp. 154-160, Milan, Italy, 11-13 September, 2013. (EI检索号: 20140317198615, ISTP检索号: WOS:000327668700022) 

[02] Zhen Zhang, Chonghui Guo. A hybrid multiple attributes two-sided matching decision making method with incomplete weight information. In Proceedings of the 11th International Workshop on Meta-synthesis and Complex Systems (MCS 2011), published by LNAI (Vol. 6889), pp. 272-283, Lanzhou, China, 7-9 September, 2011. (EI检索号: 20113814340539) 

[01] Zhen Zhang, Chonghui Guo. Ranking association rules by TOPSIS method with combination weights. In Proceedings of the 10th International Symposium on Knowledge and Systems Sciences (KSS2009), Hong Kong, China, 3-4 Dec. 2009. (CD-ROM). 

[22] 考虑个性化语义的多准则群决策共识分类模型与方法研究，国家自然科学基金面上项目，72371049，直接经费39万元，2024.01 - 2027.12，主持

[21] 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，国家自然科学基金面上项目，71971039，直接经费48 万元，2020.01 - 2023.12，主持

[20] 信息不完全的双边匹配决策方法研究，国家自然科学基金青年科学基金项目，71501023，18.28 万元，2016.01 - 2018.12，主持（后评估优秀）

[19] 非单调偏好下面向多准则分类的数据驱动偏好学习方法研究, 辽宁省自然科学基金面上项目，2024-MSBA-26，8万元，2024.09 - 2026.08，主持

[18] 基于不完全偏好信息的双边匹配决策方法研究，中国博士后科学基金面上项目（一等资助），2015M570248，8万元，2015.06 - 2019.03，主持

[17] 大数据环境下共识驱动的群组推荐模型与算法研究，大连市支持高层次人才创新创业项目，2018RQ69，10万元，2019.01 - 2020.12，主持

[16] 面向共识的语言群体决策与多准则分类模型研究，大连理工大学星海人才培育计划——星海优青项目，X20190322, 40万元，2020.01 - 2023.12，主持

[15] 考虑决策者非单调偏好的数据驱动多准则分类方法研究，中央高校基本科研业务费——人文社科科研专题 [交叉学科专项] ，DUT23RW406，5 万元，2023.01 - 2024.12，主持

[14] 基于社会网络信任的语言型大群体决策模型与方法研究，中央高校基本科研业务费，DUT17RC(4)11，5万元，2017.07 - 2018.12，主持

[13] 指标集存在差异的双边匹配决策方法研究，中央高校基本科研业务费，DUT15RC(3)003，5万元，2015.01 - 2016.12，主持

[12] 关于我省发展数字健康和智慧医疗的对策研究, 辽宁省2021年决策咨询和新型智库委托研究课题，4万元，2021.06-2021.12，主持

[11] 基于不确定信息的群决策模型与方法，大连理工大学博士生学术之星专项资助，1万元，2012.11 - 2013.10，主持

[10] 智慧医疗场景下基于电子病历挖掘的ICU临床预测模型研究， 辽宁省自然科学基金应用基础研究计划，2023JH2/101300208，30万元，2023.01-2024.12，参加

[09] 大连智慧城市建设中基于大数据的智能决策理论方法及支持技术研究，大连市科技创新基金重点学科（研究方向）重大课题，2018J11CY009，300万元，2018.01 - 2020.12，参加

[08] 电子病历数据挖掘中的聚类模型与算法研究，国家自然科学基金面上项目，71771034，47万元，2018.01 - 2021.12，参加

[07] 动态数据挖掘中的演化聚类模型与算法研究，国家自然科学基金面上项目，71171030，45万元，2012.01 - 2015.12，参加

[06] 新兴电子商务的信息与物流管理，国家自然科学基金创新研究群体项目，71421001，840万元，2015.01 - 2020.12，参加

[05] 基于优化理论和多元统计分析的数据挖掘与知识发现方法及应用研究，教育部新世纪优秀人才支持计划，NECT-11-0050，30万元，2012.01 - 2014.12，参加

[04] 面向产品生命周期的知识协调管理若干理论与方法研究，国家自然科学基金重点项目，71031002，150万，2011.01 - 2014.12，参加

[03] 时间序列数据挖掘中的聚类模型与算法研究，国家自然科学基金面上项目，70871015，23万元，2009.01 - 2011.12，参加

[02] 时间序列特征表示与相似性度量方法，中央高校基本科研业务费专项项目，DUT11SX04，10万元，2011.01 - 2012.12，参加

[01] 企业知识管理方法及企业本体论，国家高科技研究发展计划863项目，2008AA04Z107，71万元，2008.10 - 2010.12，参加

–《管理工程学报》优秀审稿专家（2021-2023）

– 辽宁省自然科学学术成果奖二等奖 (2023)

– Journal of the Operational Research Society杰出审稿人（2022, 2023）

– 大连理工大学学术成果奖励（科技）二等奖，2022

– 大连理工大学优秀硕士学位论文指导教师（2022）

– World's Top 2% Scientists 2021（2020-2024） 

– 大连理工大学优秀硕士学位论文指导教师（2021，2人次）

– 大连理工大学“星海优青”（2020）

– 辽宁省优秀硕士学位论文指导教师（2020, 2022）

– Publons全球同行评议奖—top 1% of reviewers in Computer Science and Cross-Field（2019）

– 辽宁省自然科学学术成果奖（论文著作）三等奖 (2019)

– 大连理工大学优秀硕士学位论文指导教师（2019）

– 第十届硕士生学术之星“优秀指导教师奖”（2019）

– 《系统工程理论与实践》2018年度优秀审稿专家（2019）

– 大连理工大学第十五届“攀登杯”科技作品竞赛优秀指导教师（2019）

– 大连市青年科技之星 (2018)

– 辽宁省自然科学学术成果奖（论文著作）三等奖 (2018)

– 中国高校SAS数据分析大赛优秀组织奖(2018)

– 大连市优秀科技成果奖三等奖 （2017）

– 辽宁省自然科学学术成果奖（论文著作）三等奖 (2016)

– 大连市自然科学优秀学术论文三等奖 （2016）

– 大连市自然科学优秀学术论文一等奖 (2015)

– 大连理工大学第五届“博士生学术之星”(2012)

★学术服务

–  Group Decision and Negotiation (ABS 2, FMS-B, SSCI)副主编/客座编辑（Associate Editor/Guest Editor）

–  Kybernetes (SCI) 副主编（Associate Editor）

–  International Journal of Computational Intelligence Systems (SCI) 领域主编（Area Editor）

–  Journal of Intelligent & Fuzzy Systems (SCI) 副主编（Associate Editor）

–  Journal of Ambient Intelligence and Humanized Computing 副主编（Associate Editor）

–  Information Fusion (SCI)编委（Editorial Board Member）

–  IEEE Transactions on Engineering Management (ABS 3, FMS-A, SCI/SSCI) 编委（Editorial Review Board Member）

–  Complexity (SCI) 学术编辑（Academic Editor）

–  Systems (SSCI)客座编辑（Guest Editor）

–  Applied Sciences (SCI)客座编辑（Guest Editor）

–  Fuzzy Systems Section of Frontiers in Artificial Intelligence (ESCI)副主编（Associate Editor）

–  Optimization Section of Frontiers in Applied Mathematics and Statistics (ESCI)副主编（Associate Editor）

–  Frontiers in Big Data (ESCI)副主编（Associate Editor）

–  International Journal of Computational Intelligence Systems (SCI) 编委（Editorial Board Member, 2019.11-2024.7）

–  Systems (SSCI)专题编委（Topics Board Editor, 2021.3-2021.8）

–  Systems (SSCI)专题顾问委员会成员（Topical Advisory Panel Member）

–  Mathematics (SCI)专题顾问委员会成员（Topical Advisory Panel Member）

–  Information (ESCI)专题顾问委员会成员（Topical Advisory Panel Member）

–  Frontiers in Big Data (ESCI)审稿编辑（Review Editor, 2019.1-2023.5）

–  Data and Metadata编委（Editorial Board Member）

–  ICSES Transactions on Neural and Fuzzy Computing编委

–  广西高校数字赋能经济发展重点实验室学术委员会委员

–  中国系统工程学会数据科学与知识系统工程专业委员会委员/副秘书长

–  中国管理现代化研究会商务智能专业委员会副秘书长

–  双法研究会智能决策与博弈分会常务理事

–  双法研究会青年工作委员会第三、四届委员会委员

–  中国运筹学会不确定系统分会理事

–  中国大百科全书（第三版）管理科学与工程卷“大数据与知识管理”学科分支秘书

–  国家自然科学基金委通讯评审专家

–  教育部学位中心学位论文评审专家

★学会会员

–  IEEE高级会员

–  INFORMS会员、INFORMS-GDN Section会员

–  IEEE计算智能学会会员

–  IEEE系统、人与控制论学会会员

–  欧洲模糊逻辑与技术学会会员

–  中国系统工程学会会员

–  中国运筹学会会员

–  中国计算机学会会员

–  中国优选法统筹法与经济数学研究会会员

–  中国自动化学会会员

–  中国人工智能学会会员

★期刊评审：100多种SCI/SSCI检索期刊审稿人

主要审稿期刊

- Annals of Operations Research (SCI)

- Applied Soft Computing (SCI)

- Artificial Intelligence in Medicine (SCI)

- Artificial Intelligence Review (SCI)

- Asia-Pacific Journal of Operational Research (SCI)

 - CAAI Transactions on Intelligence Technology (SCI)

- Computers & Industrial Engineering (SCI)

- Computers & Operations Research (SCI)

- Decision Sciences (SSCI)

- Engineering Applications of Artificial Intelligence (SCI)

- European Journal of Operational Research (SCI)

- Expert Systems with Applications (SCI)

- Financial Innovation (SSCI)

- Fuzzy Optimization and Decision Making (SCI)

- Fuzzy Sets and Systems (SCI)

- Group Decision and Negotiation (SSCI)

- IEEE/CAA Journal of Automatica Sinica (SCI)

- IEEE Transactions on Artificial Intelligence (SCI)

- IEEE Transactions on Automation Science and Engineering

- IEEE Transactions on Computational Social Systems (SCI)

- IEEE Transactions on Consumer Electronics (SCI)

- IEEE Transactions on Cybernetics (SCI)

- IEEE Transactions on Engineering Management (SCI/SSCI)

- IEEE Transactions on Fuzzy Systems (SCI)

- IEEE Transactions on Industrial Informatics (SCI)

- IEEE Transactions on Intelligent Transportation Systems (SCI)

- IEEE Transactions on Network Science and Engineering (SCI)

- IEEE Transactions on Neural Networks and Learning Systems (SCI)

- IEEE Transactions on Reliability (SCI)

- IEEE Transactions on Systems, Man, and Cybernetics: Systems (SCI)

- IISE Transactions (SCI)

- Information Fusion (SCI)

- Information Processing and Management (SCI)

- Information Sciences (SCI)

- Information Systems Frontiers (SCI)

- International Journal of Hospitality Management (SSCI)

- International Journal of Information Technology & Decision Making (SCI)

- International Journal of Production Research (SCI)

- Journal of Management Analytics (SSCI)

- Journal of the Operational Research Society (SCI/SSCI)

- Knowledge-Based Systems (SCI)

- Neurocomputing (SCI)

- Omega (SCI/SSCI)

- Risk Analysis (SCI/SSCI)

- Soft Computing (SCI) 

- 控制与决策

- 系统工程理论与实践

- 系统工程与电子技术

- 中国管理科学

- 管理工程学报

- 系统工程学报

- 运筹与管理

- 管理学报

- 南开管理评论

- 系统工程

★会议评审&PC Member

–  The 16th FLINS Conference on Computational Intelligence in Decision and Control (FLINS 2024)

– IEEE Conference on Artificial Intelligence (IEEE CAI, 2024)

– The International Conference on Distributed Computing and Artificial Intelligence (DCAI, 2020-2024)

– The IEEE International Conference on Fuzzy Systems (FUZZ-IEEE, 2017, 2019, 2021-2023)

– The International Conference on Group Decision and Negotiation (GDN, 2018, 2020-2023)

– The International Symposium on Knowledge and Systems Sciences (KSS, 2015-2019)

– The International Conference on Intelligent Systems and Knowledge Engineering (ISKE, 2013, 2017, 2019, 2024)

– The IEEE World Congress on Computational Intelligence (WCCI, 2016, 2018, 2020)

– The 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2018)

– The 15th International FLINS Conference on Machine learning, Multi agent and Cyber physical systems (FLINS 2022)

– The 14th International FLINS Conference on Robotics and Artificial Intelligence (FLINS 2020)

– The 13th International FLINS Conference on Data Science and Knowledge Engineering for Sensing Decision Support (FLINS 2018)

– The 12th International FLINS Conference on Decision Making and Soft Computing (FLINS 2016)

– The 11th International FLINS Conference on Decision Making and Soft Computing (FLINS 2014)

– Joint 17th World Congress of International Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems (IFSA-SCIS 2017)

– The 16th World Congress of the International Fuzzy Systems Association and the 9th Conference of the European Society for Fuzzy Logic and Technology (IFSA-EUSFLAT 2015)

– The 15th IFSA World Congress and 32nd Annual Meeting of NAFIPS (IFSA-NAFIPS 2013)

– Joint 10th International Conference on Soft Computing and Intelligent Systems and 19th International Symposium on Advanced Intelligent Systems in conjunction with Intelligent Systems Workshop 2018 (SCIS-ISIS2018)

– The 1st International Alan Turing Conference on Decision Support and Recommender Systems (DSRS-Turing 2019)

– The 2018 IEEE International Conference on Technology Management, Operations and Decisions (IEEE ICTMOD 2018)

– The 37th North American Fuzzy Information Processing Society Annual Conference (NAFIPS 2018)

– The 2013 International Conference on Knowledge Science, Engineering and Management (KSEM 2013)

– The 12th International Workshop on Meta-synthesis & Complex Systems (MCS 2012)

★会议组织

– "Intelligent Group Decision Making and Consensus Process", in the International Conference on Group Decision and Negotiation (GDN 2021, GDN 2022, GDN 2023), co-organized by Zhen Zhang, Yucheng Dong, Francisco Chiclana and Enrique Herrera-Videma.

– "数据与网络驱动的决策分析"，中国系统工程学会数据科学与知识系统工程专业委员会第二届学术年会，张震、吴坚、董玉成. 

– "数据与网络驱动的决策分析''，中国系统工程学会数据科学与知识系统工程专业委员会第一届学术年会，张震、董玉成.

– "Consensus for large-scale Group Decision Making", in the 2020 International Conference on System Science and Engineering 2020 (ICSSE 2020), co-organized by Jian Wu, Yucheng Dong, Zaiwu Gong, Yejun Xu, and Zhen Zhang.

– "Managing Uncertainty in Data-Driven Decision Making", in the 14th International FLINS Conference on Robotics and Artificial Intelligence (FLINS 2020), co-organized by Zhen Zhang, Yucheng Dong and Yejun Xu.

– "Data-Driven Decision Making with Uncertainty", in the 14th International Conference on Intelligent Systems and Knowledge Engineering (ISKE 2019), co-organized by Luis Martínez, Yucheng Dong and Zhen Zhang.

– "Group Decision Making in Social Networks", in the 49th International Conference on Computers & Industrial Engineering (CIE 49), co-organized by Jian Wu, Yucheng Dong, Zaiwu Gong, Yejun Xu and Zhen Zhang.

– "Consensus Process in Group Decision Making", in the 18th International Conference on Group Decision and Negotiation (GDN 2018), co-organized by Yucheng Dong, Zaiwu Gong, Jian Wu, Zhen Zhang and Haiming Liang.

– "Intelligent Decision Support Systems: Models, Methods and Applications", in the 12th International Conference on Intelligent Systems and Knowledge Engineering (ISKE 2017), co-organized by Zhen Zhang and Jialin Han.