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| A Behavioral Authentication Method for Mobile Based on Browsing Behaviors 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 6, 页码: 1528-1541
作者: Dongxiang Chen; Zhijun Ding; Chungang Yan; Mimi Wang
 浏览 |  Adobe PDF(6418Kb) |  收藏 | 浏览/下载：142/50 | 提交时间：2021/03/11
Behavioral authentication browsing behaviors mobile device multiple factors |
| Fine-Grained Resource Provisioning and Task Scheduling for Heterogeneous Applications in Distributed Green Clouds 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 5, 页码: 1380-1393
作者: Haitao Yuan; MengChu Zhou; Qing Liu ; Abdullah Abusorrah
浏览 | Adobe PDF(3017Kb) | 收藏 | 浏览/下载：187/63 | 提交时间：2021/03/11
Bees algorithm data centers distributed green cloud (DGC) energy optimization intelligent optimization simulated annealing task scheduling machine learning |
| Learning a Deep Predictive Coding Network for a Semi-Supervised 3D-Hand Pose Estimation 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 5, 页码: 1371-1379
作者: Jamal Banzi; Isack Bulugu; Zhongfu Ye
浏览 | Adobe PDF(8152Kb) | 收藏 | 浏览/下载：137/43 | 提交时间：2021/03/11
Convolutional neural networks deep learning hand pose estimation human-machine interaction predictive coding recurrent neural networks unsupervised learning |
| Resilient Fault Diagnosis Under Imperfect Observations–A Need for Industry 4.0 Era 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 5, 页码: 1279-1288
作者: Alejandro White; Ali Karimoddini; Mohammad Karimadini
浏览 | Adobe PDF(6170Kb) | 收藏 | 浏览/下载：180/67 | 提交时间：2021/03/11
Cyber-physical systems discrete event systems fault diagnosis imperfect communication imperfect observation Industry 4.0 resilience |
| Path Planning for Intelligent Robots Based on Deep Q-learning With Experience Replay and Heuristic Knowledge 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 1179-1189
作者: Lan Jiang; Hongyun Huang; Zuohua Ding
浏览 | Adobe PDF(1955Kb) | 收藏 | 浏览/下载：130/51 | 提交时间：2021/03/11
Deep Q-learning (DQL) experience replay (ER) heuristic knowledge (HK) path planning |
| AI-Based Modeling and Data-Driven Evaluation for Smart Manufacturing Processes 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 1026-1037
作者: Mohammadhossein Ghahramani; Yan Qiao; MengChu Zhou; Adrian O’Hagan; James Sweeney
浏览 | Adobe PDF(5292Kb) | 收藏 | 浏览/下载：173/67 | 提交时间：2021/03/11
Artificial intelligence (AI) cyber physical systems feature selection genetic algorithms (GA) industrial internet of things (IIOT) machine learning neural network (NN) smart manufacturing |
| Concrete Defects Inspection and 3D Mapping Using CityFlyer Quadrotor Robot 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 991-1002
作者: Liang Yang; Bing Li; Wei Li; Howard Brand; Biao Jiang; Jizhong Xiao
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3D reconstruction concrete inspection deep neural network quadrotor flying robot visual-inertial fusion |
| A Real-Time and Ubiquitous Network Attack Detection Based on Deep Belief Network and Support Vector Machine 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 790-799
作者: Hao Zhang; Yongdan Li; Zhihan Lv; Arun Kumar Sangaiah; Tao Huang
浏览 | Adobe PDF(3055Kb) | 收藏 | 浏览/下载：235/59 | 提交时间：2021/03/11
Deep belief network (DBN) flow calculation frequent pattern intrusion detection sliding window support vector machine (SVM) |
| Road Safety Performance Function Analysis With Visual Feature Importance of Deep Neural Nets 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 735-744
作者: Guangyuan Pan; Liping Fu; Qili Chen; Ming Yu; Matthew Muresan
 Adobe PDF(5371Kb) | 收藏 | 浏览/下载：191/40 | 提交时间：2021/03/11
Deep learning deep neural network (DNN) feature importance road safety performance function |
| 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：207/57 | 提交时间：2021/03/11
Convolutional neural networks (CNNs) ensemble of CNNs financial forecasting Gramian angular fields (GAF) imaging |
