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| Research on Voiceprint Recognition of Camouflage Voice Based on Deep Belief Network 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 6, 页码: 947-962 作者: Nan Jiang; Ting Liu Adobe PDF(1905Kb)  |  收藏  |  浏览/下载:199/44  |  提交时间:2021/11/26 Disguised voice recognition deep belief network feature extraction Gammatone frequency cepstrum coefficients (GFCC) dropout |
| Fault Classification for On-board Equipment of High-speed Railway Based on Attention Capsule Network 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 5, 页码: 814-825 作者: Lu-Jie Zhou; Jian-Wu Dang; Zhen-Hai Zhan Adobe PDF(1208Kb)  |  收藏  |  浏览/下载:217/51  |  提交时间:2021/09/13 On-board equipment fault classification capsule network attention mechanism focal loss |
| Dynamic System Identification of Underwater Vehicles Using Multi-output Gaussian Processes 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 5, 页码: 681-693 作者: Wilmer Ariza Ramirez; Juš Kocijan; Zhi Quan Leong; Hung Duc Nguyen; Shantha Gamini Jayasinghe Adobe PDF(3231Kb)  |  收藏  |  浏览/下载:148/41  |  提交时间:2021/09/13 Dependent Gaussian processes dynamic system identification multi-output Gaussian processes non-parametric identification autonomous underwater vehicle (AUV) |
| A Novel Product Remaining Useful Life Prediction Approach Considering Fault Effects 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 11, 页码: 1762-1773 作者: Jingdong Lin; Zheng Lin; Guobo Liao; Hongpeng Yin Adobe PDF(1378Kb)  |  收藏  |  浏览/下载:141/46  |  提交时间:2021/09/03 Degradation process fault effects fault occurrence moment (FOM) performance characteristic (PC) remaining useful life (RUL) |
| A Review on Representative Swarm Intelligence Algorithms for Solving Optimization Problems: Applications and Trends 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 10, 页码: 1627-1643 作者: Jun Tang; Gang Liu; Qingtao Pan Adobe PDF(5712Kb)  |  收藏  |  浏览/下载:117/28  |  提交时间:2021/09/03 Ant colony optimization (ACO) artificial bee colony (ABC) artificial fish swarm (AFS) bacterial foraging optimization (BFO) optimization particle swarm optimization (PSO) swarm intelligence |
| Kernel Generalization of Multi-Rate Probabilistic Principal Component Analysis for Fault Detection in Nonlinear Process 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 8, 页码: 1465-1476 作者: Donglei Zheng; Le Zhou; Zhihuan Song Adobe PDF(1388Kb)  |  收藏  |  浏览/下载:144/58  |  提交时间:2021/06/11 Fault detection kernel method multi-rate process probability principal component analysis (PPCA) |
| Remaining Useful Life Prediction for a Roller in a Hot Strip Mill Based on Deep Recurrent Neural Networks 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 7, 页码: 1345-1354 作者: Ruihua Jiao; Kaixiang Peng; Jie Dong Adobe PDF(1807Kb)  |  收藏  |  浏览/下载:129/47  |  提交时间:2021/06/11 Hot strip mill prognostics and health management (PHM) recurrent neural network (RNN) remaining useful life (RUL) roller management |
| Towards Collaborative Robotics in Top View Surveillance: A Framework for Multiple Object Tracking by Detection Using Deep Learning 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 7, 页码: 1253-1270 作者: Imran Ahmed; Sadia Din; Gwanggil Jeon; Francesco Piccialli; Giancarlo Fortino Adobe PDF(69436Kb)  |  收藏  |  浏览/下载:145/16  |  提交时间:2021/06/11 Collaborative robotics deep learning object detection and tracking top view video surveillance |
| A Survey and Tutorial of EEG-Based Brain Monitoring for Driver State Analysis 期刊论文 IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 7, 页码: 1222-1242 作者: Ce Zhang; Azim Eskandarian Adobe PDF(42044Kb)  |  收藏  |  浏览/下载:201/56  |  提交时间:2021/06/11 Advanced driver assistance systems (ADAS) data analysis electroencephalography (EEG) intelligent vehicles machine learning algorithms neural network |
| Application of Machine Learning for Online Reputation 期刊论文 International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 3, 页码: 492-502 作者: Ahmad Alqwadri; Mohammad Azzeh; Fadi Almasalha Adobe PDF(1091Kb)  |  收藏  |  浏览/下载:289/59  |  提交时间:2021/05/24 Reputation system rating aggregation machine learning consumer reliability user trust |