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杨霁琳
[四川师范大学计算机科学学院]  [手机版本]  [扫描分享]  发布时间:2024年4月3日
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个人简历

姓名:杨霁琳

性别:女

职称:副教授,硕士生导师

研究方向:智能信息处理,人工智能基础,机器学习

邮件地址:jilinyang@sicnu.edu.cn

个人简历:2010年毕业于西南交通大学信息科学与技术学院,获得工学博士学位。20193-20207月加拿大University of Regina国家公派访问学者,2021年被认定为四川省海外高层次留学人才。中国人工智能学会粒计算与知识发现专委会委员,中国计算机学会会员。从教以来在国际和国内期刊/会议上发表论文50余篇,其中近年来在“Information Sciences”“Knowledge-Based Systems”“Applied Intelligence”“International Journal of Approximate Reasoning” “International Journal of Machine Learning and Cybernetics”SCI期刊以及“INFOCOM”, “TON”CCF A会和A刊发表论文近20篇;主持和参与国家项目、省部级项目以及厅级项目10余项。 2021年,第十六届挑战杯四川省大学生课外学术科技作品竞赛一等奖作品指导老师。 2022年,第十七届挑战杯全国大学生课外学术科技作品竞赛三等奖作品指导老师。

部分发表论文:

[1]       Jilin Yang, Yiyu Yao*, Semantics of soft sets and three-way decision with soft sets, Knowledge-Based Systems, 2020, 194: 1-12. (SCI一区TOP期刊)

[2]       Jilin Yang, Yiyu Yao*, A three-way decision based construction of shadowed sets from Atanassov intuitionistic fuzzy sets, Information Sciences, 2021, 577: 1-21. (SCI一区TOP期刊)

[3]       Lianhui Luo, Jilin Yang*, Xianyong Zhang, Junfang Luo ; Tri-level attribute reduction based on neighborhood rough sets, Applied Intelligence, 2024, https://doi.org/10.1007/s10489-024-05361-w. (SCI二区期刊)

[4]       Yiyu Yao, Jilin Yang*. Granular fuzzy sets and three-way approximations of fuzzy sets[J]. International Journal of Approximate Reasoning, 2023, 161: 109003. (SCI二区期刊)

[5]       Runkang,Li Jilin Yang*, Xianyong Zhang. Optimal scale selection based on three-way decisions with decision-theoretic rough sets in multi-scale set-valued decision tables[J]. International Journal of Machine Learning and Cybernetics, 2023: 1-18. (SCI三区期刊)

[6]       Jilin Yang*, Yiyu Yao, Xianyong Zhang. A model of three-way approximation of intuitionistic fuzzy sets[J]. International Journal of Machine Learning and Cybernetics, 2022, 13: 163-174. (SCI三区期刊)

[7]       Jilin Yang*, Xianyong Zhang, Keyun Qin. Constructing robust fuzzy rough set models based on three-way decisions[J]. Cognitive Computation, 2022, 14(6): 1955-1977. (SCI三区期刊)

[8]       Jiefang Jiang, Xianyong Zhang, Jilin Yang. Double-quantitative feature selection using bidirectional three-level dependency measurements in divergence-based fuzzy rough sets[J]. Engineering Applications of Artificial Intelligence, 2022, 115: 105226. (SCI二区TOP期刊)

[9]       Yiyu Yao, Jilin Yang*. Granular rough sets and granular shadowed sets: Three-way approximations in Pawlak approximation spaces[J]. International Journal of Approximate Reasoning, 2022, 142: 231-247. (SCI二区期刊)

[10]   Xiong Meng, Jilin Yang*, Die Wu, Tang Liu. Approximate Supplement-Based Neighborhood Rough Set Model in Incomplete Hybrid Information Systems[C]. Pacific Rim International Conference on Artificial Intelligence. Singapore: Springer Nature Singapore, 2023: 281-293.(CCF-C)

[11]   罗一羽,杨霁琳,张贤勇等.混合信息系统中基于邻域粗糙集的双评价三支聚类算法[J/OL]小型微型计算机系统: 1-7 [2023-12-11].(权威B期刊)

[12]   Benwei Chen, Xianyong Zhang*, Jilin Yang. Feature selections based on three improved condition entropies and one new similarity degree in interval-valued decision systems[J]. Engineering Applications of Artificial Intelligence, 2023, 126: 107165. (SCI二区TOP期刊)

[13]   Xiong Meng, Jilin Yang*, Tang Liu, Die Wu. Interval-value replacement-based neighborhood rough set model in incomplete fuzzy information systems[C]. 2022 IEEE 8th International Conference on Cloud Computing and Intelligent Systems (CCIS). IEEE, 2022: 102-108.

[14]   Tang Liu, Yuzhuo Ma, Meixuan Ren, Jin Yang, Jian Peng, Jilin Yang, Die Wu*, Concurrent Charging with Wave Interference for Multiple Chargers, IEEE/ACM Transactions on Networking, 2024, pubulished online. CCF-A刊)

[15]   Yuzhuo Ma , Die Wu, Jing Gao, Wen Sun, Jilin Yang, Tang Liu*, Dynamic Power Distribution Controlling for Directional Chargers, IEEE INFOCOM, 2024, to appear. CCF-A会)

[16]   Hongyuan Gou, Xianyong Zhang*, Jilin Yang, et al. Three-way fusion measures and three-level feature selections based on neighborhood decision systems[J]. Applied Soft Computing, 2023, 148: 110842. (SCI一区TOP期刊)

[17]   Yuzhuo Ma, Die Wu, Meixuan Ren, Jian Peng, Jilin Yang, Tang Liu*. Concurrent charging with wave interference[C]. IEEE INFOCOM 2023-IEEE Conference on Computer Communications. IEEE, 2023: 1-10. (CCF-A)

[18]   Qiang Wang, Yuzhuo Ma, Chenglong Zhang, Tang Liu, Jilin Yang, Die Wu*. An Effective Deployment Scheme for Elimination of Phase Cancellation in Backscatter-based WPCN[C]//2023 IEEE Wireless Communications and Networking Conference (WCNC). IEEE, 2023: 1-6. (CCF-C)

[19]   Xianyong Zhang, Yunrui Fan, Jilin Yang. Feature selection based on fuzzy-neighborhood relative decision entropy[J]. Pattern Recognition Letters, 2021, 146: 100-107. (SCI三区期刊)

[20]   Xianyong Zhang, Xiao Tang, Jilin Yang, Zhiying Lv. Quantitative three-way class-specific attribute reducts based on region preservations[J]. International Journal of Approximate Reasoning, 2020, 117: 96-121. (SCI二区期刊)

[21]   Xianyong Zhang, Jilin Yang, Lingyu Tang. Three-way class-specific attribute reducts from the information viewpoint[J]. Information Sciences, 2020, 507: 840-872. (SCI一区TOP期刊)

  

部分科研项目:

1.       教育部人文社科规划基金项目,23YJA630114,知识与数据双驱动的三支决策模型在智能决策中的研究,2024-01 2026-12,在研, 主持;

2.       四川省自然科学基金项目, 24NSFSC1487,不完备数据背景下基于粒计算的度量构建和特征学习,2024-012025-12,在研,参与;

3.       四川省自然科学基金项目, 2022NSFSC0929, 基于认知的知识不确定性问题的研究及应用, 2022-01 2024-06, 在研, 主持;

4.       四川省教育厅青年项目, 17ZB0356, 面向大数据的多粒度模糊粗糙集模型, 2017-03 2019-12,结题, 主持。



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