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一、个人简介

黄雁勇,教授,博导。西南交通大学与德国哈根大学双博士。主要研究方向为数据挖掘与知识发现、大数据分析与决策、城市计算、粒计算与粗糙集。已在IEEE Transactions on Knowledge and Data Engineering,IEEE Transactions on Fuzzy Systems,CVPR, Information Sciences, Knowledge-Based Systems, 智能系统学报等国内外学术期刊或会议上发表学术论文10余篇。曾获得2018年ACM Chengdu Chapter优秀博士论文提名奖,四川省计算机学会2017-2018年优秀学生论文奖。

欢迎对研究感兴趣,有数学、统计、计算机背景的同学报考我的硕士和博士。

联系方式:huangyy@swufe.edu.cn

二、代表性论文(*: 通讯作者)

[1] Huang, Y., Li, T., Luo, C., Fujita, H. & Horng, S. (2018). Dynamic fusion of multisource interval-valued data by fuzzy granulation, IEEE Transactions on Fuzzy Systems, Vol. 26, pp. 3403-3417. (中科院1区,TOP期刊, SCI, 影响因子: 12.029)

[2] Yi, X., Yang, X., Huang, Y.*, Ke, S., Zhang, J., Li, T. & Zheng, Y. (2021). Gas-theft suspect detection among boiler room users: A data-driven approach, IEEE Transactions on Knowledge and Data Engineering, in press. (CCF A类, Top期刊, SCI, 影响因子:6.977)

[3] Huang, Y., Guo, K., Yi, X., Li, Z. & Li, T. (2022). Matrix representation of the conditional entropy for incremental feature selection on multi-source data, Information Sciences, Vol. 591, pp. 263-286. (中科院1区,TOP期刊,SCI, 影响因子: 6.795)

[4] Huang, Y., Guo, K., Yi, X., Yu, J., Shen Z. & Li, T. (2022). T-copula and Wasserstein distance-based stochastic neighbor embedding, Knowledge-Based Systems, Vol. 243, 108431. (中科院1区,TOP期刊, SCI, 影响因子: 8.038)

[5] Lv, F., Chen, X., Huang, Y.*, Duan, L. & Lin, G. (2021). Progressive modality reinforcement for human multimodal emotion recognition from unaligned multimodal sequences, the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp. 254-2562. (CCF A类会议)

[6] Huang, Y., Shen, Z., Cai, F., Li, T. & Lv, F. (2021). Adaptive graph-based generalized regression model for unsupervised feature selection, Knowledge-Based Systems, Vol. 227. pp. 1-14. (中科院1区,TOP期刊, SCI, 影响因子: 8.038)

[7] Huang, Y., Li, T., Luo, C., Fujita, H., Horng, S. & Wang, B. (2020). Dynamic maintenance of rough approximations in multi-source hybrid information systems, Information Sciences, Vol. 530, pp. 108-127. (中科院1区,TOP期刊, SCI, 影响因子: 6.795)

[8] Huang, Q., Huang, Y., Li, T. & Yang, X. (2022). Dynamic three-way neighborhood decision model for multi-dimensional variation of incomplete hybrid data, Information Sciences, accepted. (中科院1区,TOP期刊, SCI, 影响因子: 6.795)

[9] Chuan, L., Zheng J., Li T., Chen H., Huang, Y., & Peng, X. (2022). Orthogonally constrained matrix factorization for robust unsupervised feature selection with local preserving, Information Sciences, Vol. 586, pp. 662-675. (中科院1区,TOP期刊, SCI, 影响因子: 6.795)

[10] Duan, Z., Yi X., Li P., Qi D., Li Y., Xu H., Huang, Y., Zhang J. & Zheng, Y. (2022). Multi-memory enhanced separation network for indoor temperature prediction, the The International Conference on Database Systems for Advanced Applications (DASFAA), accepted. (CCF B类会议)

[11] Huang, Q., Li, T., Huang, Y. & Yang, X. (2020). Incremental three-way neighborhood approach for dynamic incomplete hybrid data, Information Sciences, Vol. 541, pp. 98-122. (中科院1区,TOP期刊, SCI, 影响因子: 6.795)

[12] Huang, Q., Li, T., Huang, Y., Yang, X. & Fujita, H. (2020). Dynamic dominance rough set approach for processing composite ordered data, Knowledge-Based Systems, Vol. 187, pp. 1-17. (中科院1区,TOP期刊, SCI, 影响因子: 8.038)

[13] Wang, D., Chen, H., Li, T., Wan, J. & Huang, Y. (2020). A novel quantum grasshopper optimization algorithm for feature selection, International Journal of Approximate Reasoning, Vol. 127, pp. 33-53. (中科院3区, SCI, 影响因子: 3.816)

[14] Luo, C., Li, T., Huang, Y. & Fujita, H. (2019). Updating three-way decisions in incomplete multi-scale information systems, Information Sciences, Vol.476, pp. 274-289. (中科院1区,TOP期刊, SCI, 影响因子: 6.795)

[15] Huang, Y., Li, T., Luo, C., Fujita, H. & Horng, S. (2017). Dynamic variable precision rough set approach for probabilistic set-valued information systems, Knowledge-Based Systems, Vol. 122, pp. 131-147. (中科院1区,TOP期刊, SCI, 影响因子: 8.038)

[16] Huang, Y., Li, T., Luo, C., Fujita, H. & Horng, S. (2017). Matrix-based dynamic updating rough fuzzy approximations for data mining, Knowledge-Based Systems, Vol. 119, pp. 273-283. (中科院1区,TOP期刊, SCI, 影响因子: 8.038)

[17] Huang, Y., Li, T., Luo, C. & Horng, S. (2016). Incremental maintenance of rough approximations in dynamic multi-Source hybrid information systems, Proceedings of FLINS2016, Roubaix, France. (EI, 国际会议优秀论文)

三、学术兼职

中国人工智能学会粒计算与知识发现专业委员会委员、中国计算机学会会员、四川省人工智能学会委员、国际粗糙集学会会员、IEEE会员。担任IEEE Transactions on Fuzzy Systems、IEEE Transactions on Cybernetics、Knowledge-Based Systems、Information Sciences等期刊的审稿人。