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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：220/36  |  提交时间：2021/02/23
Deep learning  fine-grained image classification  semantic segmentation  convolutional neural network (CNN)  recurrent neural network (RNN).  
Toolpath Interpolation and Smoothing for Computer Numerical Control Machining of Freeform Surfaces: A Review 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 1, 页码: 1-16
作者:  Wen-Bin Zhong;  Xi-Chun Luo;  Wen-Long Chang;  Yu-Kui Cai;  Fei Ding;  Hai-Tao Liu;  Ya-Zhou Sun
浏览  |  Adobe PDF(2079Kb)  |  收藏  |  浏览/下载：186/41  |  提交时间：2021/02/22
Computer numerical control (CNC)  toolpath  interpolation  smoothing  freeform surface.  
Kinematic Analysis of an Under-actuated, Closed-loop Front-end Assembly of a Dragline Manipulator 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 4, 页码: 527-538
作者:  Muhammad A. Wardeh;  Samuel Frimpong
浏览  |  Adobe PDF(1312Kb)  |  收藏  |  浏览/下载：232/73  |  提交时间：2021/02/22
Dragline mining manipulator  underactuated closed-loop mechanism  generalized speeds  Baumgarte′s stabilization technique (BST)  feedforward displacement.  
A Survey on Modelling and Compensation for Hysteresis in High Speed Nanopositioning of AFMs: Observation and Future Recommendation 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 4, 页码: 479-501
作者:  Maniza Armin;  Priyo Nath Roy;  Sajal Kumar Das
Adobe PDF(2007Kb)  |  收藏  |  浏览/下载：204/49  |  提交时间：2021/02/22
Hysteresis  nonlinearities  piezoelectric actuator  smart actuator  atomic force microscope.  
Ground-level Ozone Prediction Using Machine Learning Techniques: A Case Study in Amman, Jordan 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 5, 页码: 667-677
作者:  Maryam Aljanabi;  Mohammad Shkoukani;  Mohammad Hijjawi
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Ozone prediction  machine learning  neural networks  supervised learning  regression.