正文


一、个人简介

黄雁勇,博士,副教授。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、粒计算与粗糙集。已在IEEE Transactions on Fuzzy SystemsInformation 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2018ACM 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、计算机或统计背景的同学报考我的硕士。

联系方式:huangyy@swufe.edu.cn

二、学术成果

[1] Yanyong Huang, Tianrui Li, Chuan Luo, Hamido Fujita, Shi-jinn Horng, Dynamic Fusion of Multi-source Interval-valued Data by Fuzzy Granulation, IEEE Transactions on Fuzzy Systems, 26 (6): 3403-3417, 2018.  (SCI, 影响因子: 9.518, JCR 1)

[2] Yanyong Huang, Tianrui Li, Chuan Luo, Hamido Fujita, Shi-jinn Horng, Bin Wang, Dynamic maintenance of rough approximations in multi-source hybrid information systems, Information Sciences, 2020, 530: 108-127. (SCI, 影响因子: 5.524, JCR 1)

[3] Yanyong Huang, Tianrui Li, Chuan Luo, Hamido Fujita, Shi-jinn Horng, Dynamic variable precision rough set approach for probabilistic set-valued information systems, Knowledge-Based Systems, 122: 131-147, 2017. (SCI, 影响因子: 5.921, JCR 1)

[4] Yanyong Huang, Tianrui Li, Chuan Luo, Hamido Fujita, Shi-jinn Horng, Matrix-based dynamic updating rough fuzzy approximations for data mining, Knowledge-Based Systems, 119: 273-283, 2017. (SCI, 影响因子: 5.921, JCR 1)

[5] Chuan Luo, Tianrui Li, Yanyong Huang, Hamido Fujita, Updating three-way decisions in incomplete multi-scale information systems, Information Sciences, 476: 274-289, 2019. (SCI, 影响因子: 5.524, JCR 1)

[6] Qianqian Huang, Tianrui Li, Yanyong Huang, Xin Yang, Hamido Fujita, Dynamic dominance rough set approach for processing composite ordered data, Knowledge-Based Systems, 2020, Accept . (SCI, 影响因子: 5.921, JCR 1)

[7] Qianqian Huang, Tianrui Li, Yanyong Huang, Xin Yang, Incremental three-way neighborhood approach for dynamic incomplete hybrid data, Information Sciences, 2020, Accept. (SCI, 影响因子: 5.524, JCR 1)

[8] Yanyong Huang, Kejun Guo, Wei Deng, T-Copula-based Stochastic Neighbor Embedding. In: Proceedings of FLINS2020, Cologne, Germany, 2020, Accept.

[9] Yanyong Huang, Tianrui Li, Chuan Luo, Shi-jinn Horng, Incremental maintenance of rough approximations in dynamic multi-Source hybrid information systems. In: Proceedings of FLINS2016, Roubaix, France, pp. 418-427, 2016. (EI, 国际会议优秀论文)

[10] Yanyong Huang, Tianrui Li, Chuan Luo, Shi-jinn Horng, Matrix-based rough set approach for dynamic probabilistic set-valued Information systems. In: Proceedings of IJCRS2016, Santiago, Chile, pp. 197-2016, 2016. (EI)

[11] Yanyong Huang, Tianrui Li, Chuan Luo, Shi-jinn Horng, Dynamic updating rough approximations in distributed information systems. In: Proceedings of ISKE2015, Taibei, Taiwan, pp. 170-175, 2015. (EI)

[12] Yanyong Huang, Tianrui Li, Shi-jinn Horng, Dynamic maintenance of rough fuzzy approximations with the variation of objects and attributes. In: Proceedings of IJCRS2015, Tianjin, China, pp. 173-184, 2015. (EI)

[13] Bin Wang, Tianrui Li, Yanyong Huang, Huaishao Luo, Dongming Guo, Shi-jinn Horng, Diverse activation function in deep learning. In: Proceedings of ISKE2017, Nanjing, China. (国际会议优秀论文)

[14] Qianqian Huang, Tianrui Li, Yanyong Huang, Xin Yang, Incremental updating of approximations in composite ordered decision systems under attribute generalization. In: Proceedings of ISKE2018, Northern Ireland, UK, Accepted.

[15] 张涛, 贾真, 李天瑞, 黄雁勇. 基于知识库的开放领域问答系统,智能系统学报.

[16] 王沁, 黄雁勇, 汤家法,向波. 基于Copula模型的降雨量与土壤饱和度的模拟研究. 灾害学, 2010, 25(3):20-23.

三、学术兼职

IEEE会员、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、中国人工智能学会会员、国际粗糙集学会会员。担任IEEE Transactions on Fuzzy SystemsKnowledge-Based SystemsInformation Sciences等期刊的审稿人。