李方軼

李方軼，女，博士，中級職稱。

基本介紹

  • 中文名：李方軼 
  • 學位/學歷：博士 
教育背景,研究領域,學術成果,專利,獎勵榮譽,社會服務,

教育背景

  • 2014–2021 西北工業大學計算機學院 計算機科學與技術專業 工學博士
  • 2016–2020 Aberystwyth University (UK), Department of Computer Science Computational Intelligence PhD
  • 2010 – 2014 西北工業大學計算機學院 計算機科學與技術專業 工學學士

研究領域

  • 模糊推理、計算智慧型及圖像處理

學術成果

近年來的代表性論文
  • 1. Fangyi Li, Ying Li, Changjing Shang and Qiang Shen. “Fuzzy Knowledge-Based Prediction Through Weighted Rule Interpolation”. IEEE Transactions on Cybernetics, 2020, 50(10):4508–4517. (SCI一區，IF: 11.079).
  • 2. Fangyi Li, Changjing Shang, Ying Li, Jing Yang and Qiang Shen. “Interpolation with Just Two Nearest Neighbouring Weighted Fuzzy Rules”. IEEE Transactions on Fuzzy Systems, 2020, 28(9):2255–2262. (SCI一區，IF: 9.518).
  • 3. Fangyi Li, Changjing Shang, Ying Li, Jing Yang and Qiang Shen. “Fuzzy Rule Based Interpolative Reasoning Supported by Attribute Ranking”. IEEE Transactions on Fuzzy Systems, 2018, 26(5): 2758-2773. (SCI一區，IF: 9.518).
  • 4. Fangyi Li, Changjing Shang, Ying Li, and Qiang Shen. “Interpretable mammographic mass classification with fuzzy interpolative reasoning.” Knowledge-Based Systems, 191, 105279, (2020). (SCI一區，IF: 5.921).
  • 5. Fangyi Li, Ying Li, Changjing Shang and Qiang Shen. “Improving fuzzy rule interpolation performance with information gain-guided antecedent weighting”. Soft Computing 22, no. 10 (2018): 3125-3139. (SCI三區，IF: 3.05).
  • 6. Fangyi Li, Qiang Shen, Ying Li, and Neil Mac Parthaláin. "Handwritten Chinese character recognition using fuzzy image alignment." Soft Computing 20, no. 8 (2016): 2939-2949. (SCI三區，IF: 3.05).
  • 7. Ying Li, Fangyi Li, Bendu Bai, and Qiang Shen. "Image fusion via nonlocal sparse K-SVD dictionary learning." Applied optics 55, no. 7 (2016): 1814-1823. (SCI三區，IF: 1.961).
  • 8. Ying Li, Fangyi Li, Kaixing Yang, Chris Price, and Qiang Shen. "Remote sensing image registration based on Gaussian-Hermite moments and the Pseudo-RANSAC algorithm." Remote Sensing Letters 8, no. 12 (2017): 1162-1171. (SCI四區，IF: 2.298).
  • 9. Jing Yang, Changjing Shang, Ying Li, Fangyi Li and Qiang Shen. “ANFIS construction with sparse data via group rule interpolation”. IEEE Transactions on Cybernetics (Early Access) (2019). DOI: 10.1109/TCYB.2019.2952267. (SCI一區，IF: 11.079).
  • 10. Tianhua Chen, Changjing Shang, Jing Yang, Fangyi Li and Qiang Shen. “A new approach for transformation-based fuzzy rule interpolation”. IEEE Transactions on Fuzzy Systems, 2020, 28(12):3330–3344. (SCI一區，IF: 9.518).
  • 11. Jing Yang, Changjing Shang, Ying Li, Fangyi Li, Liang Shen and Qiang Shen. Constructing ANFIS with Sparse Data through Group-Based Rule Interpolation: An Evolutionary Approach. IEEE Transactions on Fuzzy Systems (Early Access) (2021). DOI: 10.1109/TFUZZ.2021.3049949. (SCI 一區，IF: 9.518)
  • 12. Fangyi Li, Changjing Shang, Ying Li, and Qiang Shen. "Guiding Fuzzy Rule Interpolation with Information Gains." In Advances in Computational Intelligence Systems, pp. 165-183. Springer International Publishing, 2017. (EI收錄，Best Student Paper Award).

專利

  • 1. 李映，李方軼。基於模糊熵的Congealing方法構造漢字字元及識別的方法。2017. 中國發明專利，ZL 2014 1 0431198.9. 已授權。（導師為第一發明人）
  • 2. 李映，李方軼，張培。一種基於非局部稀疏K-SVD算法的圖像融合方法。2017. 中國發明專利，ZL 2014 1 0430771.4. 已授權。（導師為第一發明人）
  • 3.李映，李方軼。圖像配準及融合系統。2015. 計算機軟體著作權，2016SR051948.

獎勵榮譽

  • 2021年 西北工業大學優秀畢業生

社會服務

  • 為多個國際高水平期刊及會議審稿：IEEE Transactions on Cybernetics, IEEE Transactions on Fuzzy Systems, IEEE Transactions on Neural Networks and Learning Systems, IEEE International Conference on Fuzzy Systems (FUZZ-IEEE).

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