在人工智能、数据挖掘、深度学习等领域从事研究多年，主持和参与的科研项目有：国家自然科学基金、家863计划重大项目等。已在IEEE Transactions on affective computing等多各期刊上发表10余篇学术论文，近年发表的主要学术论文如下： [1]Yuntao Qu, Shasha Mo*, Jianwei Niu. DAT: Training Deep Networks Robust to Label-Noise by Matching the Feature Distributions. Internaltinal Conference on Computer Vision and Pattern Recogintion(CVPR), 2021(CCF A). [2]Shasha Mo, Jianwei Niu. A Novel Method based on OMPGW Method for Feature Extraction in Automatic Music Mood Classification. IEEE Transactions on Affective Computing, June 28, 2017. [3]Shasha Mo, Jianwei Niu, Yiming Su, Sajal K Das. A Novel Feature Set for Video Emotion Recognition. Neurocomputing,. 052. [4]Shasha Mo, Jianwei Niu and Yanfei Wang. A Novel Approach Based on the Instrumental Variable Method with Application to Airborne Synthetic Aperture Radar Imagery, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2018, 11(9): 3144-3154. [5]Shasha Mo, Yanfei Wang and Chang Liu. An Estimation Algorithm for Phase Errors in Synthetic Aperture Radar Imagery, IEEE Geoscience & Remote Sensing Letters, 2015, 12(9):1818-1822. [6]Jianwei Niu, Yanyan Guo andShasha Mo. A Novel Method of Articles Rating Based on Concerns Tracking and Matching for Public Opinion Recommendation. IEEE International Conference on Communications 20-24 May 2018 Kansas City, MO, USA. [7]Jianwei Niu, Shijie Li,Shasha Mo, and Lei Wang. Affective Analysis For Video Frames Using ConvLSTM Network. IEEE International Conference on Communications 20-24 May 2018 Kansas City, MO, USA. [8]Jianwei Niu, Shijie Li,Shasha Mo, Jun Ma. LWTP: An Improved Automatic Image Annotation Method Based on Image Segmentation. COLLABORATECOM 2017, Edinburgh, Britain, December 11, 2017. [9]Jianwei Niu, Mingsheng Sun,Shasha Mo. Sentiment Analysis of Chinese Words Using Word Embedding and Sentiment Morpheme Matching. COLLABORATECOM 2017, Edinburgh, Britain, December 11, 2017. |
