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Output Feedback Stabilization for MIMO Semi-linear Stochastic Systems with Transient Optimisation 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 1, 页码: 83-95
作者:  Qi-Chun Zhang;  Liang Hu;  John Gow
浏览  |  Adobe PDF(1322Kb)  |  收藏  |  浏览/下载：107/37  |  提交时间：2021/02/22
Multi-input-multi-output (MIMO) stochastic systems  output feedback stabilisation  block backstepping  randomness attenuation  probabilistic decoupling  mutual information.  
Study on Statistical Outlier Detection and Labelling 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 6, 页码: 788-811
作者:  Paweł D. Domański
浏览  |  Adobe PDF(3534Kb)  |  收藏  |  浏览/下载：141/61  |  提交时间：2021/02/22
Outlier detection  control loop quality  statistical analysis  robust estimation  heavy tails.  
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：135/27  |  提交时间：2021/02/22
Facial preference  feature representation  logistic regression  face recommendation  transfer learning.  
Recursive Bayesian Algorithm for Identification of Systems with Non-uniformly Sampled Input Data 期刊论文
International Journal of Automation and Computing, 2018, 卷号: 15, 期号: 3, 页码: 335-344
作者:  Shao-Xue Jing;  Tian-Hong Pan;  Zheng-Ming Li
浏览  |  Adobe PDF(1082Kb)  |  收藏  |  浏览/下载：121/41  |  提交时间：2021/02/23
Parameter estimation  discrete time systems  Gaussian noise  Bayesian algorithm  covariance resetting.  
Why and When Can Deep-but Not Shallow-networks Avoid the Curse of Dimensionality: A Review 期刊论文
International Journal of Automation and Computing, 2017, 卷号: 14, 期号: 5, 页码: 503-519
作者:  Tomaso Poggio;  Hrushikesh Mhaskar;  Lorenzo Rosasco;  Brando Miranda;  Qianli Liao
浏览  |  Adobe PDF(1711Kb)  |  收藏  |  浏览/下载：177/27  |  提交时间：2021/02/23
Deep learning  fine-grained image classification  semantic segmentation  convolutional neural network (CNN)  recurrent neural network (RNN).  
Differential Evolution Based High-order Peak Filter Design with Application to Compensation of Contact-induced Vibration in HDD Servo Systems 期刊论文
International Journal of Automation and Computing, 2017, 卷号: 14, 期号: 1, 页码: 45-56
作者:  Deqing Huang;  Jian-Xin Xu;  Xin Deng;  VenkatakrishnanVenkataramanan;  The CatTuong Huynh
浏览  |  Adobe PDF(1740Kb)  |  收藏  |  浏览/下载：104/38  |  提交时间：2021/02/23
Differential evolution (DE)  contact-induced vibration  peak filter  optimization  sensitivity loop shaping  hard disk drive (HDD).