[1] Bingjie Wang, Chao Zhang*, Wentao Li, Deyu Li. MF^3: Efficient multimodal federated learning with dual-path mamba-transformer for metro flow prediction. Proceedings of the ACM Web Conference, 2026, April 13-17, Dubai, United Arab Emirates, ACM, New York, NY, USA, doi: 10.1145/3774904.3792415

[2] Wenxia Chang, Chao Zhang*, Wentao Li, Deyu Li. MIGC-CMamba: Cross-domain mamba with multi-scale imaging and granular-ball computing for traffic flow prediction. Proceedings of the ACM Web Conference, 2026, April 13-17, Dubai, United Arab Emirates, ACM, New York, NY, USA, doi: 10.1145/3774904.3792359

[3] Anna Wang, Chao Zhang*, Arun Kumar Sangaiah, Deyu Li, Mohammed J. F. Alenazi, Majed Aborokbah. Leveraging dynamic trust semantics and behavioral cultural modeling for cooperative mental health monitoring group consensus: A social network evolution perspective. IEEE Transactions on Computational Social Systems, 2026, doi: 10.1109/TCSS.2026.3669595

[4] Chao Zhang*, Yating Wang, Weiping Ding, Wentao Li, Deyu Li. Balancing different objectives in multi-objective optimization consensus for social network large-scale group decision-making with unmanned aerial vehicle review filtering. Information Sciences, 2026, 732: 122945

[5] Chao Zhang*, Anna Wang, Jiahui Zhang, Wentao Li, Xingchen Hu. T-CT2CRP-SM: The exploration of dockless bike-sharing system rebalancing problems based on multi-modal signals in social networks. Signal Processing, 2026, 244: 110523

[6] Hanzhong Hou, Chao Zhang*, Deyu Li, Wentao Li. Game-theoretic multi-granularity consensus adjustment for social network group decision-making. International Journal of Approximate Reasoning, 2026, 190: 109610

[7] Rui Li, Chao Zhang*, Hamido Fujita, Wentao Li, Witold Pedrycz, Oscar Castillo. Three-way large-scale group decision-making under incomplete multi-scale information systems: A perspective of quantum social networks. Expert Systems with Applications, 2026, 298: 129666

[8] Wentao Li*, Chaojun Deng, Witold Pedrycz, Weiping Ding, Xingchen Hu, Chao Zhang, Tao Zhan*. Dominance-based feature selection approach to interval-valued ordered intuitionistic fuzzy data. Applied Soft Computing, 2026, 186: 114228

[9] Xinyu Liang, Chao Zhang*, Arun Kumar Sangaiah*, Turki Alghamdi, Majed Aborokbah. A holographic blockchain-enabled social group consensus method using graph convolutional networks with optimization-based sentiment analysis for IoT consumer electronics. IEEE Transactions on Consumer Electronics, 2025, 71(4): 11601-11612

[10] Chao Zhang, Xinyu Liang, Arun Kumar Sangaiah*, Deyu Li*. A conflict degree-guided quantum group consensus method based on graph convolutional networks with enhanced sentiment analysis for consumer electronics products. IEEE Transactions on Consumer Electronics, 2025, 71(2): 6787-6798

[11] Chao Zhang*, Wenxia Chang*, Arun Kumar Sangaiah*, Jaya Subalakshmi Ramamoorthi, Turki Alghamdi, Majed Aborokbah. Robust bi-level multi-scale group consensus: Integrating spatiotemporal online review influence analysis for portable consumer electronics in smart city tourism. IEEE Transactions on Consumer Electronics, 2025, 71(4): 11854-11866

[12] Rui Li, Chao Zhang*, Arun Kumar Sangaiah*, Jaya Subalakshmi Ramamoorthi, Turki Alghamdi, Majed Aborokbah. Generative artificial intelligence-guided quantum group consensus based on incentive behavioral optimization under multi-scale environments for consumer electronics in smart cities. IEEE Transactions on Consumer Electronics, 2025, doi: 10.1109/TCE.2025.3624313

[13] Rui Li, Chao Zhang*, Deyu Li, Wentao Li, Jianming Zhan. Improved evidential three-way decisions in incomplete multi-scale information systems. International Journal of Approximate Reasoning, 2025, 181: 109417

[14] Chao Zhang, Xiaochuan Li, Wenhui Bai*, Arun Kumar Sangaiah*, Deyu Li*. A stable intelligent model-based framework using graph convolutional networks and MULTIMOORA for clinical decision support systems. IEEE Transactions on Consumer Electronics, 2025, 71(1): 773-784

[15] Juanjuan Ding, Chao Zhang*, Deyu Li, Wentao Li, Jianming Zhan. A three-way large-scale group decision-making method integrating sentiment analysis and quantum interference-based prospect theory for the selection of new energy vehicles. Expert Systems with Applications, 2025, 275: 126940

[16] Chao Zhang, Huiwen Ye, Arun Kumar Sangaiah*, Wenhui Bai*, Turki Alghamdi, Majed Aborokbah. Urban digital twin in daily fire risk prediction: A group consensus model based on social network hybrid opinion dynamics using spatial-temporal satellite remote sensing data. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2025, 18: 27905-27922

[17] Chao Zhang*, Yating Wang, Arun Kumar Sangaiah*, Mohammed J. F. Alenazi, Majed Aborokbah. An incomplete three-way consensus algorithm for unmanned aerial vehicle purchase using optimization-driven sentiment analysis. Future Generation Computer Systems, 2025, 168: 107761

[18] Chao Zhang*, Qifei Wen, Arun Kumar Sangaiah, Mohammed J. F. Alenazi, Majed Aborokbah. Managing consensus behaviors via sentiment analysis for GenAI-driven consumer services. IEEE Consumer Electronics Magazine, 2025, 14(5): 123-132

[19] Xiaoyi Zhang, Qi Liu*, Chao Zhang*, Jianming Zhan. New fuzzy rough set models based on implication operators. Computational and Applied Mathematics, 2025, 44(1): 125

[20] Wentao Li, Hamido Fujita, Chao Zhang*, Shunfeng Su. Editorial: Fuzzy big data-driven computational intelligence models and applications. International Journal of Fuzzy Systems, 2025, 27(2): 522-527

[21] Wentao Li, Bowen Yang, Witold Pedrycz, Chao Zhang, Tao Zhan*. Adaptive hyper-box granulation with justifiable granularity for feature selection. IEEE Transactions on Knowledge and Data Engineering, 2025, 37(12): 6847-6862

[22] Wentao Li, Lingwei Wei, Witold Pedrycz, Weiping Ding, Chao Zhang, Tao Zhan*, Shuyin Xia. Granular-ball regeneration clustering with principle of justifiable granularity. IEEE Transactions on Neural Networks and Learning Systems, 2025, 36(10): 18173-18187

[23] Tao Zhan, Wentao Li*, Chao Zhang, Yinghua Shen, Oscar Castillo. Enhancing stability and robust H∞ control in consumer electronics through discrete impulsive switched systems. IEEE Transactions on Consumer Electronics, 2025, 71(1): 154-164

[24] Feng Cao, Xiao Kong, Arun Kumar Sangaiah*, Deyu Li*, Yuhua Qian, Chao Zhang, Hexiang Bai. MCFS-UC: A novel mobile robot navigation feature selection method for optimal sensor readings in IIoT environments. IET Communications, 2025, 19(1): e12579

[25] Mingwei Cai, Jianming Zhan*, Chao Zhang, Qi Liu. Fusion k-means clustering and multi-head self-attention mechanism for a multivariate time prediction model with feature selection. International Journal of Machine Learning and Cybernetics, 2025, 16(12): 9979-9997

[26] Wentao Li*, Deyu Li, Huiyan Zhang, Chao Zhang, Peng Shi. Multigranulation-based double-quantitative rough sets for multi-source event-based decision systems. Transactions of the Institute of Measurement and Control, 2025, 47(13): 2676-2697

[27] Chao Zhang, Haonan Hou, Arun Kumar Sangaiah*, Deyu Li, Wentao Li. Enhancing high temperature prediction via six-fold strategy consensus-reaching processes: A case study using FY-3E spatio-temporal remote sensing satellite data. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2024, 17: 16377-16391

[28] Juanjuan Ding, Chao Zhang*, Deyu Li*, Jianming Zhan, Wentao Li, Yiyu Yao. Three-way decisions in generalized intuitionistic fuzzy environments: Survey and challenges. Artificial Intelligence Review, 2024, 57(2): 38

[29] Chao Zhang, Qifei Wen, Deyu Li*, Arun Kumar Sangaiah*, Mingwei Lin. Intelligent evaluation system for new energy vehicles based on sentiment analysis: An MG-PL-3WD method. Engineering Applications of Artificial Intelligence, 2024, 133: 108485

[30] Chao Zhang, Jingjing Zhang, Arun Kumar Sangaiah*, Deyu Li*, Wentao Li. Evaluating edge artificial intelligence-driven supply chain management platforms using collaborative large-scale fuzzy information fusion. Applied Soft Computing, 2024, 159: 111686

[31] Wenhui Bai, Chao Zhang*, Yanhui Zhai*, Arun Kumar Sangaiah*. A robust incomplete large-scale group decision-making model for metaverse metro operations and maintenance. Applied Soft Computing, 2024, 156: 111472

[32] Chao Zhang*, Bingjie Wang, Wentao Li, Deyu Li. Incorporating artificial intelligence in detecting crop diseases: Agricultural decision-making based on group consensus model with MULTIMOORA and evidence theory. Crop Protection, 2024, 179: 106632

[33] Wenhui Bai, Chao Zhang*, Yanhui Zhai*, Arun Kumar Sangaiah*, Baoli Wang, Wentao Li. Cognitive analysis of medical decision-making: An extended MULTIMOORA-based multigranulation probabilistic model with evidential reasoning. Cognitive Computation, 2024, 16(6): 3149-3167

[34] Juanjuan Ding, Chao Zhang*, Deyu Li*, Arun Kumar Sangaiah*. Hyperautomation for air quality evaluations: A perspective of evidential three-way decision-making. Cognitive Computation, 2024, 16(5): 2437-2453

[35] Meihui Zhong, Mingwei Lin*, Chao Zhang*, Zeshui Xu. A survey on graph neural networks for intrusion detection systems: Methods, trends and challenges. Computers & Security, 2024, 141: 103821

[36] Lun Guo, Jianming Zhan*, Chao Zhang, Zeshui Xu. A large-scale group decision-making method fusing three-way clustering and regret theory under fuzzy preference relations. IEEE Transactions on Fuzzy Systems, 2024, 32(9): 4846-4860

[37] Yibin Xiao, Jianming Zhan*, Chao Zhang, Weizhi Wu. Three-way decision method within prospect theory via intuitionistic fuzzy numbers in multi-scale decision information systems. IEEE Transactions on Fuzzy Systems, 2024, 32(9): 4820-4834

[38] Tao Zhan, Wentao Li*, Chao Zhang. Discrete impulsive signal observer for fractional order control systems and its consumer electronic circuit application. IEEE Transactions on Consumer Electronics, 2024, 70(1): 3341-3348

[39] Yibin Xiao, Jianming Zhan*, Chao Zhang, Peide Liu. A sequential three-way decision-based group consensus method with regret theory under interval multi-scale decision information systems. IEEE Transactions on Emerging Topics in Computational Intelligence, 2024, 8(2): 1670-1686

[40] Shaoxia Zhang*, Yanhui Zhai, Deyu Li, Chao Zhang. Learning multi-granularity decision implication in correlative data from a logical perspective. International Journal of Approximate Reasoning, 2024, 173: 109250

[41] Yu Wang, Jianming Zhan*, Chao Zhang, Muhammet Deveci*. Considering personalized individual semantics with ordinal and cardinal consensus reaching processes via three-way decision and regret theory. Applied Soft Computing, 2024, 162: 111851

[42] Haidong Zhang*, Jiaxin Song, Chao Zhang, Yanping He. Regret-based three-way decisions with set pair analysis in incomplete information systems. Information Sciences, 2024, 677: 120896

[43] Rongtao Zhang, Xueling Ma*, Chao Zhang, Weiping Ding, Jianming Zhan*. GA-FCFNN: A new forecasting method combining feature selection methods and feedforward neural networks using genetic algorithms. Information Sciences, 2024, 669: 120566

[44] Yibin Xiao, Jianming Zhan*, Chao Zhang, Peide Liu. A preference group consensus method with three-way decisions and regret theory under multi-scale information systems. Information Sciences, 2024, 660: 120126

[45] Yu Wang, Jianming Zhan*, Chao Zhang, Zeshui Xu. A group consensus model with prospect theory under probabilistic linguistic term sets. Information Sciences, 2024, 653: 119800

[46] Hong Chen, Mingwei Lin*, Jiaqi Liu, Hengshuo Yang, Chao Zhang, Zeshui Xu. NT-DPTC: A non-negative temporal dimension preserved tensor completion model for missing traffic data imputation. Information Sciences, 2024, 653: 119757

[47] Wentao Li, Chaojun Deng, Witold Pedrycz, Oscar Castillo, Chao Zhang, Tao Zhan*. Double-quantitative feature selection approach for multi-granularity ordered decision systems. IEEE Transactions on Artificial Intelligence, 2024, 5(5): 2385-2396

[48] Feng Cao*, Chang Liu, Deyu Li, Yuhua Qian, Chao Zhang, Hu Zhang. Local and global feature adaptive adjustment network for remote sensing image scene classification. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). IEEE, 2024: 5580-5584

[49] Chao Zhang, Juanjuan Ding, Jianming Zhan, Arun Kumar Sangaiah*, Deyu Li*. Fuzzy intelligence learning based on bounded rationality in IoMT systems: A case study in Parkinson’s disease. IEEE Transactions on Computational Social Systems, 2023, 10(4): 1607-1621

[50] Chao Zhang, Jingjing Zhang, Wentao Li*, Witold Pedrycz, Deyu Li*. A regret theory-based multi-granularity three-way decision model with incomplete T-spherical fuzzy information and its application in forest fire management. Applied Soft Computing, 2023, 145: 110539

[51] Juanjuan Ding, Chao Zhang*, Deyu Li*, Mingwei Lin. Three-way group decisions with evidential reasoning in incomplete hesitant fuzzy information systems for liver disease diagnosis. Applied Intelligence, 2023, 53(24): 29693-29712

[52] Wenjie Wang, Jianming Zhan*, Chao Zhang, Enrique Herrera-Viedma, Gang Kou. A regret-theory-based three-way decision method with a priori probability tolerance dominance relation in fuzzy incomplete information systems. Information Fusion, 2023, 89: 382-396

[53] Haoxiang Zhou, Wentao Li*, Chao Zhang, Tao Zhan. Dynamic maintenance of updating rough approximations in interval-valued ordered decision systems. Applied Intelligence, 2023, 53(19): 22161-22178

[54] Chao Zhang, Xiaochuan Li, Arun Kumar Sangaiah*, Wentao Li, Baoli Wang*, Feng Cao, Xuekui Shangguan*. Collaborative fuzzy linguistic learning to low-resource and robust decision system based on bounded rationality. ACM Transactions on Asian and Low-Resource Language Information Processing, 2023, doi: 10.1145/3592605

[55] Chao Zhang*, Haonan Hou, Arun Kumar Sangaiah*, Deyu Li, Feng Cao, Baoli Wang. Efficient mobile robot navigation based on federated learning and three-way decisions. International Conference on Neural Information Processing. Singapore: Springer Nature Singapore, 2023: 408-422

[56] Yu Wang, Jianming Zhan*, Chao Zhang. A three-way decision method based on prospect theory under probabilistic linguistic term sets. Information Sciences, 2023, 645: 119342

[57] Chenglong Zhu, Xueling Ma*, Chao Zhang, Weiping Ding, Jianming Zhan*. Information granules-based long-term forecasting of time series via BPNN under three-way decision framework. Information Sciences, 2023, 634: 696-715

[58] Chao Zhang*, Juanjuan Ding, Jianming Zhan, Deyu Li. Incomplete three-way multi-attribute group decision making based on adjustable multigranulation Pythagorean fuzzy probabilistic rough sets. International Journal of Approximate Reasoning, 2022, 147: 40-59

[59] Chao Zhang, Wenhui Bai, Deyu Li*, Jianming Zhan. Multiple attribute group decision making based on multigranulation probabilistic models, MULTIMOORA and TPOP in incomplete q-rung orthopair fuzzy information systems. International Journal of Approximate Reasoning, 2022, 143: 102-120

[60] Erliang Yao, Deyu Li*, Yanhui Zhai, Chao Zhang. Multi-label feature selection based on relative discernibility pair matrix. IEEE Transactions on Fuzzy Systems, 2022, 30(7): 2388-2401

[61] Xin Wen, Deyu Li*, Chao Zhang. A weighted ML-KNN based on discernibility of attributes to heterogeneous sample pairs. Information Processing & Management, 2022, 59: 103053

[62] Yanhui Zhai, Jianjun Qi, Deyu Li*, Chao Zhang, Weihua Xu. The structure theorem of three-way concept lattice. International Journal of Approximate Reasoning, 2022, 146: 157-173

[63] Xinru Han, Chao Zhang, Jianming Zhan*. A three-way decision method under probabilistic linguistic term sets and its application to Air Quality Index. Information Sciences, 2022, 617: 254-276

[64] Chao Zhang, Juanjuan Ding, Deyu Li*, Jianming Zhan. A novel multi-granularity three-way decision making approach in q-rung orthopair fuzzy information systems. International Journal of Approximate Reasoning, 2021, 138: 161-187

[65] Wenjie Wang, Jianming Zhan*, Chao Zhang. Three-way decisions based multi-attribute decision making with probabilistic dominance relations. Information Sciences, 2021, 559: 75-96

[66] Chao Zhang, Deyu Li*, Jiye Liang, Baoli Wang. MAGDM-oriented dual hesitant fuzzy multigranulation probabilistic models based on MULTIMOORA. International Journal of Machine Learning and Cybernetics, 2021, 12(5): 1219-1241

[67] Chao Zhang, Deyu Li*, Xiangping Kang, Dong Song, Arun Kumar Sangaiah, Said Broumi. Neutrosophic fusion of rough set theory: An overview. Computers in Industry, 2020, 115: 103117

[68] Chao Zhang, Deyu Li*, Jiye Liang. Interval-valued hesitant fuzzy multi-granularity three-way decisions in consensus processes with applications to multi-attribute group decision making. Information Sciences, 2020, 511: 192-211

[69] Chao Zhang, Deyu Li*, Jiye Liang. Multi-granularity three-way decisions with adjustable hesitant fuzzy linguistic multigranulation decision-theoretic rough sets over two universes. Information Sciences, 2020, 507: 665-683

[70] Chao Zhang, Deyu Li*, Yanhui Zhai, Yuanhao Yang. Multigranulation rough set model in hesitant fuzzy information systems and its application in person-job fit. International Journal of Machine Learning and Cybernetics, 2019, 10(4): 719-729

[71] Chao Zhang, Deyu Li*, Jiye Liang. Hesitant fuzzy linguistic rough set over two universes model and its applications. International Journal of Machine Learning and Cybernetics, 2018, 9(4): 577-588

[72] Chao Zhang, Deyu Li*, Yimin Mu, Dong Song. An interval-valued hesitant fuzzy multigranulation rough set over two universes model for steam turbine fault diagnosis. Applied Mathematical Modelling, 2017, 42: 693-704

[73] 张超*, 李德玉. 考虑关联性与优先关系的区间犹豫模糊图决策. 计算机研究与发展, 2019, 56(11): 2438-2447

[74] 张超, 李德玉*, 翟岩慧. 双论域上的犹豫模糊语言多粒度粗糙集及其应用. 控制与决策, 2017, 32(1): 105-110

[75] 张超*, 翟岩慧, 李德玉. 新工科背景下思政教育融入数据科学导论课程教学探索. 计算机教育, 2023(4): 108-112

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