教学科研岗

个人简介：

王晨凤，女，博士，本硕博毕业于西北工业大学，2026年7月入职西北大学电子信息学院（人工智能学院），现任讲师，隶属跨媒体感知与智能系统科研团队。主要研究领域：机器学习、因果概率图模型、深度学习可解释性等，已发表学术论文10余篇。

代表性科研成果：

1. Wang C F, Gao X G, Wang Z D, Li B, Wan K F, Li X Y and He C C. Feature Reduction Causal Network (FRCN): a Novel Approach for Analyzing Coupling Relationships of Radar System [J]. Knowledge-Based Systems, 2025. (中科院1区，TOP).

2. Wang C F, Gao X G, Li X Y, Li B and Wan K F. Finding Community Structure in Bayesian Networks by Heuristic K-Standard Deviation Method [J]. Future Generation Computer Systems, 2024. (中科院1区，TOP).

3. Wang C F, Gao X G, Li X Y, Li B and Wan K F. FENet: A Feature Explanation Network with a Hierarchical Interpretable Architecture for Intelligent Decision-Making [J]. IEEE Transactions on Intelligent Vehicles, 2023. (中科院1区，TOP).

4. Li X Y, Gao X G, Wang C F, Wang Q L, Li B, Wan K F. Relevance Inference based on Direct Contribution: Counterfactual Explanation to Deep Networks for Intelligent Decision-making [J]. IEEE Transactions on Intelligent Vehicles, 2024. (中科院1区，TOP).

5. Li X Y, Gao X G, Wang Q L, Wang C F, Li B, Wan K F. Feature Analysis Network: an interpretable idea in Deep Learning [J]. Cognitive Computation, 2024. (中科院2区).

联系方式：wcf2026@nwu.edu.cn