一、基本情况
王云鹤,女,博士研究生,2019年10月至2020年10月为英国德蒙福特大学联合培养博士研究生。现为河北工业大学人工智能与数据科学学院副教授,元光学者,硕士生导师。同时任河北省大数据计算重点实验室科研骨干成员,主持国家级项目1项,省部级项目1项,横向项目1项。作为主要完成人参与国家级项目1项,河北省重点项目1项。其中以第一作者和通讯作者身份发表的SCI论文十余篇,中国科学院Top论文八篇。发表专利一项,软件著作权四项。
二、硕导所属(含跨转)学科、专业学位类别
1、计算机学科(人工智能)
研究方向一:群体智能
研究方向二:深度学习
研究方向三:生物信息计算
三、主持、参与的科研及教研项目情况(含获奖情况)
主持:
国家自然科学基金青年科学基金项目,2023.01-2025.12,国家级
河北省自然科学基金青年科学基金项目,2023.01-2025.12,省部级
技术开发横向项目
参与:
国家自然科学基金面上项目,2023.01-2026.12,国家级
河北省自然科学基金重点项目,省部级
四、近年来发表代表性论文情况(仅限第一作者或通讯作者),主编或参编的教材、专著情况,获得专利情况等
1. Wang X, Wang Y*, Ma Z, et al. Evolving pathway activation from cancer gene expression data using nature-inspired ensemble optimization. Expert Systems with Applications, 2024, 248: 123469.(中国科学院一区Top)
2. Wang X, Wang Y*, Ma Z, et al. Exhaustive Exploitation of Nature-inspired Computation for Cancer Screening in an Ensemble Manner. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2024.(CCF推荐B类期刊)
3. Zhang Y, Zhang L*, Wang Y*, et al. AGF-Net: adaptive global feature fusion network for road extraction from remote-sensing images. Complex & Intelligent Systems, 2024, 10(3).(中国科学院二区)
4. Wang Y, Yu Z, Li S, et al. scBGEDA: deep single-cell clustering analysis via a dual denoising autoencoder with bipartite graph ensemble clustering. Bioinformatics, 2023, 39(2): btad075.(CCF推荐B类期刊)
5. Ma T, Wang Y*, Li X*. Convex combination multiple populations competitive swarm optimization for moving target search using UAVs. Information Sciences, 2023, 641: 119104.(中国科学院一区Top)
6. Zhu H, Yang Y, Wang Y, et al. Dynamic characterization and interpretation for protein-RNA interactions across diverse cellular conditions using HDRNet. Nature Communications, 2023, 14(1): 6824.(中国科学院一区Top)
7. Fan Y, Wang Y, Wang F, et al. Reliable Identification and Interpretation of Single‐Cell Molecular Heterogeneity and Transcriptional Regulation using Dynamic Ensemble Pruning. Advanced Science, 2023, 10(22): 2205442.(中国科学院一区Top)
8. Wang Y, Bian C, Wong K C, et al. Multiobjective deep clustering and its applications in single-cell RNA-seq data. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2021, 52(8): 5016-5027.(中国科学院一区Top)
9. Wang Y, Li X, Wong K C, et al. Evolutionary multiobjective clustering algorithms with ensemble for patient stratification. IEEE Transactions on Cybernetics, 2021, 52(10): 11027-11040.(中国科学院一区Top)
10. Wang X, Wang Y*, Wong K C, et al. A self-adaptive weighted differential evolution approach for large-scale feature selection. Knowledge-Based Systems, 2022, 235: 107633.(中国科学院一区Top)
11. Zhu H, Wang Y*, Li X*. UCAV path planning for avoiding obstacles using cooperative co-evolution spider monkey optimization. Knowledge-Based Systems, 2022, 246: 108713.(中国科学院一区Top)
12. Wang Y, Ma Z, Wong K C, & Li X. Evolving multiobjective cancer subtype diagnosis from cancer gene expression data. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2020, 18(6): 2431-2444.(CCF推荐B类期刊)
13. Wang Y, Wong K C, Li X. Exploring high-throughput biomolecular data with multiobjective robust continuous clustering. Information Sciences, 2022, 583: 239-265. (中国科学院一区Top)
14. Wang Y, Ma Z, Wong K C, & Li X. Nature-inspired multiobjective patient stratification from cancer gene expression data. Information Sciences, 2020, 526: 245-262. (中国科学院一区Top)
五、联系人:王云鹤, 联系方式:wangyh082@hebut.edu.cn; QQ:523532447