胡雪梅

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  姓 名:胡雪梅

  职 称:讲师

  办公室:best365体育官网平台 408

  邮 箱:xuemeihu@nwafu.edu.cn

             QQ :1432466560



基本信息


胡雪梅,女,汉族, 2016年获吉林大学软件学院软件工程专业学士学位,同年获得吉林大学计算机科学与技术学院本硕博连读资格。博士就读专业为软件工程,2023年12月份于吉林大学获得博士学位。研究方向为:群智能优化、机器学习、深度学习方法等,相关成果发表于Applied Soft Computing、Complex & Intelligent Systems、Computational and Structural Biotechnology Journal、Computers in Biology and Medicine等国际知名期刊。



研究方向


计算智能、机器学习、深度学习



教育经历


2012年09月—2016年06月:吉林大学,软件工程,学士

2016年09月—2018年06月:吉林大学,计算机应用技术,硕士

2018年09月—2023年12月:吉林大学,软件工程,博士



工作经历


2024年01月—至今:best365体育官网平台,best365体育官网平台,教学科研岗



学术成果


1. 主要论文

[1]. Hu X, Huang L, Wang Y*, Pang W*. Explosion gravitation field algorithm with dust sampling for unconstrained optimization[J]. Applied Soft Computing, 2019, 81: 105500. (SCI, IF=8.7,中科院1区)

[2]. Hu X, Huang L*, Zeng J, Wang K, Wang Yan*. EGFA-NAS: a neural architecture search method based on explosion gravitation field algorithm[J]. Complex & Intelligent System, 2023, 1-21.(SCI,IF=5.8,中科院2区)

[3]. Huang L, Hu X, Wang Y*, Fu Y. EGFAFS: A Novel Feature Selection Algorithm Based on Explosion Gravitation Field Algorithm[J]. Entropy, 2022, 24(7): 873.(除导师外一作,SCI, IF=2.7,中科院3区)

[4]. Huang L, Wu W, Hu X*, Yang S, Lin Y, Wang Yan*. Parallel Acceleration and Improvement of Gravitational Field Optimization Algorithm[J]. Tehnicki Vjesnik-Technical Gazette, 2021, 28(2). (SCI, IF= 0.9,中科院4区)


2. 参与的论文

[1]. Feng H, Wang S, Wang Y, Ni X, Yang Z, Hu X, et al. LncCat: An ORF attention model to identify LncRNA based on ensemble learning strategy and fused sequence information[J]. Computational and Structural Biotechnology Journal, 2023, 21: 1433-1447.  (SCI, IF=6)

[2]. Zhu L, Ye C, Hu X, et al. ACP-check: An anticancer peptide prediction model based on bidirectional long short-term memory and multi-features fusion strategy[J]. Computers in Biology and Medicine, 2022, 148: 105868. (SCI, IF=7.7)

[3]. Wang Y, Zhu X, Yang L, Hu X, et al. IDDLncLoc: Subcellular Localization of LncRNAs Based on a Framework for Imbalanced Data Distributions[J]. Interdisciplinary Sciences: Computational Life Sciences, 2022, 14(2): 409-420. (SCI, IF=4.8)

[4]. Yang S, Wang Y, Zhang S, Hu X, et al. NCResNet: Noncoding Ribonucleic Acid Prediction Based on a Deep Resident Network of Ribonucleic Acid Sequences[J]. Frontiers in Genetics, 2020, 11: 90. (SCI, IF=3.7)

[5]. Wang Y, Guo R, Huang L, Yang S, Hu X, et al. m6AGE: A Predictor for N6-Methyladenosine Sites Identification Utilizing Sequence Characteristics and Graph Embedding-Based Geometrical Information[J]. Frontiers in Genetics, 2021, 12: 670852. (SCI, IF=3.7)

[6]. Sun M, Yang S, Hu X, et al. ACPNet: A Deep Learning Network to Identify Anticancer Peptides by Hybrid Sequence Information[J]. Molecules, 2022, 27(5): 1544. (SCI, IF=4.6)

[7]. Huang L, Hu X, Wang Y, et al. Gravitation field algorithm with optimal detection for unconstrained optimization[C]//2017 4th International Conference on Systems and Informatics (ICSAI). Hangzhou: IEEE, 2017: 1411-1416. (EI会议)

[8]. Wang Y, Wang Z, Hu X, et al. A Courses Ontology System for Computer Science Education[C]//2019 IEEE International Conference on Computer Science and Educational Informatization (CSEI). Kunming, China: IEEE, 2019: 251-254. (教育类EI会议)



学术会议交流和培训


1. 2023,会议名:中国计算机研究生教育大 CCGEC ),地点:西安

2. 2019,培训:高校大数据人工智能培训,地点:南京

3. 2018,会议名:计算之美·精英女性论坛(CNCC),地点苏州

4. 2017,会议名:4th International Conference on Systems and Informatics (ICSAI) ,地点:杭州,作为演讲人



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