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Expression Analysis Based on Face Regions in Real-world Conditions 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 1, 页码: 96-107
作者:  Zheng Lian;  Ya Li;  Jian-Hua Tao;  Jian Huang;  Ming-Yue Niu
浏览  |  Adobe PDF(1364Kb)  |  收藏  |  浏览/下载：219/42  |  提交时间：2021/02/22
Facial emotion analysis  face areas  class activation map  confusion matrix  concerned area.  
Adversarial Attacks and Defenses in Images, Graphs and Text: A Review 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 2, 页码: 151-178
作者:  Han Xu;  Yao Ma;  Hao-Chen Liu;  Debayan Deb;  Hui Liu;  Ji-Liang Tang;  Anil K. Jain
浏览  |  Adobe PDF(2155Kb)  |  收藏  |  浏览/下载：209/61  |  提交时间：2021/02/22
Adversarial example  model safety  robustness  defenses  deep learning.  
Item Ownership Relationship Semantic Learning Strategy for Personalized Service Robot 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 3, 页码: 390-402
作者:  Hao Wu;  Zhao-Wei Chen;  Guo-Hui Tian;  Qing Ma;  Meng-Lin Jiao
浏览  |  Adobe PDF(1950Kb)  |  收藏  |  浏览/下载：113/45  |  提交时间：2021/02/22
Service robot  ownership relationship  convolutional neural network  human-object spatial relationship  personalized service.  
DiscoStyle: Multi-level Logistic Ranking for Personalized Image Style Preference Inference 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 5, 页码: 637-651
作者:  Zhen-Wei He;  Lei Zhang;  Fang-Yi Liu
浏览  |  Adobe PDF(1364Kb)  |  收藏  |  浏览/下载：146/28  |  提交时间：2021/02/22
Facial preference  feature representation  logistic regression  face recommendation  transfer learning.  
Item Response Theory Based Ensemble in Machine Learning 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 5, 页码: 621-636
作者:  Ziheng Chen;  Hongshik Ahn
浏览  |  Adobe PDF(1163Kb)  |  收藏  |  浏览/下载：169/87  |  提交时间：2021/02/22
Classification  ensemble learning  item response theory  machine learning  expectation maximization (EM) algorithm.