毛莎莎

毛莎莎，女 ，博士，西安電子科技大學人工智慧學院講師。

基本介紹

• 中文名：毛莎莎
• 職業：教師
• 畢業院校：西安電子科技大學
• 學位/學歷：博士
• 專業方向：電子科學與技術
• 任職院校：西安電子科技大學
• 職稱：講師

個人經歷

2014年獲得西安電子科技大學博士學位，

2014年-2018年先後在新加坡科技與設計大學和新加坡南洋理工大學從事博士後工作，

現為西安電子科技大學人工智慧學院智慧型感知與圖像處理教育部重點實驗室講師，IEEE會員，智慧型感知與計算國際聯合研究中心骨幹成員，智慧型感知與計算國際合作聯合實驗室骨幹成員。

研究方向

機器學習：深度學習、集成學習、多任務學習等算法研究;

計算機視覺：人臉表情識別、異常檢測、車輛行為分析等;

醫學圖像處理;

學術成果

期刊、會議

1. Shasha Mao, Weisi Lin, Licheng Jiao, Shuiping Gou, and Jiawei Chen."End-to-End Ensemble Learning by Exploiting the Correlation Between Individuals and Weights".IEEETransactions on Cybernetics,14 August 2019.
   
2. Shasha Mao, Jiawei Chen, Licheng Jiao, Shuiping Gou, Rongfang Wang. "Maximizing diversity by transformed ensemble learning".Applied Soft Computing, Sep 2019.
   
3. Luntian Mou, Shasha Mao, Haitao Xie, Yanyan Chen. "Structured Behavior Prediction of On-road Vehicles via Deep Forest".Electronics Letters, in press，2019.
   
4. Guanghui Yue, Chunping Hou, Ke Gu, Shasha Mao, and Wenjun Zhang. "Biologically inspired blind quality assessment of tone-mapped images". IEEE Transactions on Industrial Electronics, 2018.
   
5. Shasha Mao, Lin Xiong, Licheng Jiao, Tian Feng, and Sai-Kit Yeung. "A Novel Riemannian Metric Based on Riemannian Structure and Scaling Information for Fixed Low-Rank Matrix Completion", IEEE Transactions on Cybernetics, 2017.
   
6. Shasha Mao, Weisi Lin, Jiawei Chen, and Lin Xiong. "Optimising ensemble combination based on maximisation of diversity". Electronics Letters, 2017.
   
7. Shasha Mao, Licheng Jiao, Lin Xiong, Bo Chen, and Sai-Kit Yeung. "Weighted classifier ensemble based on quadratic form". Pattern Recognition, 2015.
   
8. Lin Xiong, Shasha Mao, and Licheng Jiao. "Selective ensemble based on transformation of classifiers used SPCA", International Journal of Pattern Recognition and Artificial Intelligence, 2015.
   
9. Shuang Zhang, Shuang Wang, Licheng Jiao, Bo Chen, Fang Liu, Shasha Mao, and Xizheng Ke. "A Novel Hybrid Freeman/Eigenvalue Decomposition with General Scattering Models", Journal of Infrared and Millimeter Waves, 2015.
   
10. Fei Yin, Licheng Jiao, Fanhua Shang, Lin Xiong, andShasha Mao. "Double linear regressions for single labeled image per person face recognition", Pattern Recognition, 2014.
    
11. Shuang Zhang, Shuang Wang, Bo Chen, and Shasha Mao. "Classification method for fully PolSAR data based on three novel parameters", IEEE Geoscience and Remote Sensing Letters,2014
    
12. Shasha Mao, Lin Xiong, Licheng Jiao, Shuang Zhang, and Bo Chen. "Weighted ensemble based on 0-1 matrix decomposition", Electronics Letters, 2013.
    
13. Lin Xiong, Licheng Jiao, andShasha Mao. "Active learning based on coupled KNN pseudo pruning", Neural Computing & Applications, 2012.
    
14. Shasha Mao, Licheng Jiao, Lin Xiong, and Shuiping Gou. "Greedy optimization classifiers ensemble based on diversity", Pattern Recognition, 2011.
    
15. Shuiping Gou, Shasha Mao, and Licheng Jiao. "Isomerous Multiple Classifier Ensemble Method with SVM and KMP", IEEE International Conference on Audio, Language and Image Processing, ICALIP2008,2008.
    

中文期刊

1. 牟倫田，謝海濤，毛莎莎，陳艷艷. "基於結構化學習的車輛行為分析". 交通工程. （邀稿）
   
2. 毛莎莎，熊霖，焦李成，張爽，陳博. "利用旋轉森林變換的異構多分類器集成". 西安電子科技大學學報, 2014.
   
3. 熊霖, 焦李成, 毛莎莎. "整數矩陣變換的選擇集成及對雷達目標的識別". 西安電子科技大學學報, 2015.
   
4. 陳博, 王爽, 焦李成, 劉芳, 毛莎莎. "貝葉斯集成框架下的極化SAR圖像分類". 西安電子科技大學學報, 2015.
   
5. 陳博, 王爽, 焦李成, 劉芳, 毛莎莎, 張爽. "利用0-1矩陣分解集成的極化SAR圖像分類". 電子信息學報, 2015.