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| Deep Learning and Time Series-to-Image Encoding for Financial Forecasting 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 683-693
作者: Silvio Barra; Salvatore Mario Carta; Andrea Corriga; Alessandro Sebastian Podda; Diego Reforgiato Recupero
 浏览 |  Adobe PDF(6935Kb) |  收藏 | 浏览/下载：186/51 | 提交时间：2021/03/11
Convolutional neural networks (CNNs) ensemble of CNNs financial forecasting Gramian angular fields (GAF) imaging |
| Data-Driven Based Fault Prognosis for Industrial Systems: A Concise Overview 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 2, 页码: 330-345
作者: Kai Zhong; Min Han; Bing Han
浏览 | Adobe PDF(1354Kb) | 收藏 | 浏览/下载：126/41 | 提交时间：2021/03/11
Data-driven fault prognosis feature extraction industrial systems |
| Integration of Facial Thermography in EEG-based Classification of ASD 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 6, 页码: 837-854
作者: Dilantha Haputhanthri; Gunavaran Brihadiswaran; Sahan Gunathilaka; Dulani Meedeniya; Sampath Jayarathna; Mark Jaime; Christopher Harshaw
浏览 | Adobe PDF(1617Kb) | 收藏 | 浏览/下载：202/58 | 提交时间：2021/02/22
Autism spectrum disorder facial thermography EEG signal processing machine learning decision support system ASDGenus. |
| Integrated Observer-based Fixed-time Control with Backstepping Method for Exoskeleton Robot 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 1, 页码: 71-82
作者: Gao-Wei Zhang; Peng Yang; Jie Wang ; Jian-Jun Sun; Yan Zhang
浏览 | Adobe PDF(2132Kb) | 收藏 | 浏览/下载：140/55 | 提交时间：2021/02/22
Upper-limb exoskeleton sliding mode control (SMC) fixed-time control disturbance observe backstepping. |
| Developing Soft Sensors for Polymer Melt Index in an Industrial Polymerization Process Using Deep Belief Networks 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 1, 页码: 44-54
作者: Chang-Hao Zhu; Jie Zhang
浏览 | Adobe PDF(1138Kb) | 收藏 | 浏览/下载：132/46 | 提交时间：2021/02/22
Polymer melt index soft sensor deep learning deep belief network (DBN) unsupervised training. |
| Modeling of a Smart Nano Force Sensor Using Finite Elements and Neural Networks 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 2, 页码: 279-291
作者: Farid Menacer; Abdelmalek Kadr; Zohir Dibi
浏览 | Adobe PDF(1651Kb) | 收藏 | 浏览/下载：167/51 | 提交时间：2021/02/22
Nano force sensor carbon nanotube (CNT) finite elements neural network. |
| Electronic Nose and Its Applications: A Survey 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 2, 页码: 179-209
作者: Diclehan Karakaya; Oguzhan Ulucan; Mehmet Turkan
浏览 | Adobe PDF(1365Kb) | 收藏 | 浏览/下载：181/35 | 提交时间：2021/02/22
Artificial intelligence machine learning pattern recognition electronic nose (EN) sensors technology. |
| 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
浏览 | Adobe PDF(2007Kb) | 收藏 | 浏览/下载：120/35 | 提交时间：2021/02/22
Hysteresis nonlinearities piezoelectric actuator smart actuator atomic force microscope. |
| A Study on Performance and Reliability of Urethral Valve Driven by Ultrasonic-vaporized Steam 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 5, 页码: 752-762
作者: Zhen Hu; Xiao Li; Ting Guan
 Adobe PDF(14479Kb) | 收藏 | 浏览/下载：136/30 | 提交时间：2021/02/22
Urethral valve ultrasonic opening/closing performance driving performance reliability. |
| Optimization of Grasping Efficiency of a Robot Used for Sorting Construction and Demolition Waste 期刊论文
International Journal of Automation and Computing, 2020, 卷号: 17, 期号: 5, 页码: 691-700
作者: Yue-Dong Ku; Jian-Hong Yang; Huai-Ying Fang; Wen Xiao; Jiang-Teng Zhuang
Adobe PDF(1122Kb) | 收藏 | 浏览/下载：91/27 | 提交时间：2021/02/22
Construction and demolition waste sorting robot grasping strategy mathematical models robot kinematics parameters. |
