个人简介
董春玲，教授，博导，中共党员，清华大学计算机系博士后，北京航空航天大学博士。现任中国人工智能学会因果与不确定性人工智能专委会秘书长，长期担任国家自然科学基金评审专家、国家重点研发计划“主动健康和老龄化科技应对”实施方案和指南编制组专家，《IEEE Transactions on Neural Networks and Learning Systems》、《IEEE Transactions on Reliability》、《Artificial Intelligence Review》等SCI国际期刊评审专家。
研究领域
不确定性人工智能、自然语言处理、知识表达与因果推理
近期论文
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Chunling Dong, Jing Zhou. A New Algorithm of Cubic Dynamic Uncertain Causality Graph for Speeding up Temporal Causality Inference in Fault Diagnosis [J]. IEEE Transactions on Reliability, 2023, 72(2):662-677. (SCI Q1区期刊)
Chunling Dong, Yu Feng, Wenqian Shang. A New Method of Dynamic Network Security Analysis Based on Dynamic Uncertain Causality Graph [J]. Journal of Cloud Computing, 2024, 13:24. (SCI Q2区期刊)
Chunling Dong, Yu Feng. Cubic-DUCAG: A New Modeling and Probabilistic Computing Approach for Cyclic Network Attacks [C]. IEEE iThings-2024, Copenhagen, Denmark.
Qixuan Wang, Chunling Dong, et al. A ViT-based Method of Stitching Defect Detection for Packaging Bags by Integrating Image Correction and Transfer Learning Solutions [J]. Data Intelligence, 2024. ( SCI )
Chunling Dong, Qin Zhang. The Cubic Dynamic Uncertain Causality Graph: A Methodology for Temporal Process Modeling and Diagnostic Logic Inference [J]. IEEE Transactions on Neural Networks and Learning Systems, 2020, 31(10): 4239-4253. (SCI Q1区期刊)
Chunling Dong, Yanjun Wang, et al. Differential Diagnostic Reasoning Method for Benign Paroxysmal Positional Vertigo Based on Dynamic Uncertain Causality Graph [J]. Computational and Mathematical Methods in Medicine, 2020: 1541989. ( SCI )
Chunling Dong, Zhenxu Zhou, Qin Zhang. Cubic Dynamic Uncertain Causality Graph: a new methodology for modeling and reasoning about complex faults with negative feedbacks [J]. IEEE Transactions on Reliability, 2018, 67(3):920-932. (SCI Q1区期刊)
Chunling Dong, Yue Zhao, Qin Zhang. Assessing the influence of an individual event in complex fault spreading network based on Dynamic Uncertain Causality Graph [J]. IEEE Transactions on Neural Networks and Learning Systems, 2016, 27(8):1615-1630. (SCI Q1区期刊)
Chunling Dong, Qin Zhang. Identification of pivotal causes and spreaders in the time-varying fault propagation model to improve the decision making under abnormal situation [J]. Quality and Reliability Engineering International, 2016, 32(1):99-109. ( SCI )
Chunling Dong, Yanjun Wang, et al. The methodology of Dynamic Uncertain Causality Graph for intelligent diagnosis of vertigo [J]. Computer Methods and Programs in Biomedicine, 2014, 113(1):162-174. (SCI Q1区期刊)
Qin Zhang, Chunling Dong, et al. Dynamic uncertain causality graph for knowledge representation and probabilistic reasoning: statistics base, matrix, and application [J]. IEEE Transactions on Neural Networks and Learning Systems. 2014, 25 (4): 645-663. (SCI Q1区期刊)
Weiliang Wang, Chunling Dong, et al. The design and implementation of risk assessment model for hazard installations based on AHP-FCE method: A case study of Nansi Lake Basin [J]. Ecological Informatics, 2016, 36:162-171. ( SCI )
董春玲, 赵越, 张勤. 动态故障诊断中的立体因果建模与不确定性推理方法 [J]. 清华大学学报, 2018, 58 (7): 614-622. ( EI期刊 )
董春玲, 张勤. 用于不确定性故障诊断的权重逻辑推理算法研究 [J]. 自动化学报, 2014, 40(12): 2775-2789. ( EI期刊 )
Chunling Dong, Qin Zhang, Shichao Geng. A modeling and probabilistic reasoning method of dynamic uncertain causality graph for industrial fault diagnosis [J]. International Journal of Automation and Computing, 2014, 11(3):288-298. ( EI期刊 )
Chunling Dong, Qin Zhang, Yue Zhao. An adaptive decision making method using structure feature analysis on dynamic fault propagation model [C]. In Proceedings of International Conference on Machine Learning and Cybernetics (ICMLC), 2013: 664-669.
Zeya Song, Chunling Dong, Peiyan Du. Evolutionary game propagation model on social networks [C]. 2021 International Conference on Culture-oriented Science & Technology (ICCST), 2021.11, pp. 263-267.
Zhenxu Zhou, Chunling Dong, Qin Zhang. Dynamic fault tree analysis based on Dynamic Uncertain Causality Graph [C]. 26th International Conference on Nuclear Engineering, American Society of Mechanical Engineers. London, England, 2018.7.
Yue Zhao, Francesco Di Maio, Enrico Zio, Qin Zhang, Chunling Dong, Jinying Zhang, Optimization of a dynamic uncertain causality graph for fault diagnosis in nuclear power plant [J]. Nuclear Science and Techniques, 2017, 28(3):34. ( SCI )
赵越, 董春玲, 张勤. 动态不确定因果图用于复杂系统故障诊断[J]. 清华大学学报, 2016, 56(5): 530-537. ( EI期刊 )
赵越, 张勤, 董春玲. 基于DUCG的核电站故障诊断专家系统的设计与实现[J]. 原子能科学技术, 2016, 50(8): 1474-1479. ( EI期刊 )
Yue Zhao, Chunling Dong, Qin Zhang. Pilot study of diagnosis on CPR1000 with Dynamic Uncertain Causality Graph [C]. 24th International Conference on Nuclear Engineering. Charlotte, North Carolina, 2016.6.
Zhenxu Zhou, Hao Nie, Chunling Dong, Qin Zhang. Safety analysis model of DUCG based on FMEA/FTA [C]. 26th International Conference on Nuclear Engineering. American Society of Mechanical Engineers, London, England, 2018.7.
国家发明专利: 张勤, 董春玲. 一种构造立体DUCG智能系统用于动态故障诊断的方法, 授权专利号ZL201310718596.
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