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A Novel Radius Adaptive Based on Center-Optimized Hybrid Detector Generation Algorithm 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 6, 页码: 1627-1637
作者:  Jinyin Chen
Adobe PDF(9351Kb)  |  收藏  |  浏览/下载：106/39  |  提交时间：2021/03/11
Artificial immunity  center optimized  hybrid detect  negative detector  negative selection algorithm (NSA)  radius adaptive  
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：114/46  |  提交时间：2021/03/11
Behavioral authentication  browsing behaviors  mobile device  multiple factors  
Variational Inference Based Kernel Dynamic Bayesian Networks for Construction of Prediction Intervals for Industrial Time Series With Incomplete Input 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 5, 页码: 1429-1437
作者:  Long Chen;  Linqing Wang;  Zhongyang Han;  Jun Zhao;  Wei Wang
浏览  |  Adobe PDF(1543Kb)  |  收藏  |  浏览/下载：139/36  |  提交时间：2021/03/11
Industrial time series  kernel dynamic Bayesian networks (KDBN)  prediction intervals (PIs)  variational inference  
3D Shape Reconstruction of Lumbar Vertebra From Two X-ray Images and a CT Model 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 4, 页码: 1124-1133
作者:  Longwei Fang;  Zuowei Wang;  Zhiqiang Chen;  Fengzeng Jian;  Shuo Li;  Huiguang He
Adobe PDF(5814Kb)  |  收藏  |  浏览/下载：207/54  |  提交时间：2021/03/11
2D/2D registration  2D/3D registration  3D reconstruction  vertebra model  X-ray image  
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
Adobe PDF(3055Kb)  |  收藏  |  浏览/下载：201/47  |  提交时间：2021/03/11
Deep belief network (DBN)  flow calculation  frequent pattern  intrusion detection  sliding window  support vector machine (SVM)  
Locally Linear Back-propagation Based Contribution for Nonlinear Process Fault Diagnosis 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 764-775
作者:  Jinchuan Qian;  Li Jiang;  Zhihuan Song
浏览  |  Adobe PDF(1474Kb)  |  收藏  |  浏览/下载：159/41  |  提交时间：2021/03/11
Auto-encoder (AE)  deep learning  fault diagnosis  locally linear model  nonlinear process  reconstruction based contribution (RBC)  
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：163/35  |  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
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  
Scalable Distributed Sensor Fault Diagnosis for Smart Buildings 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 638-655
作者:  Panayiotis M. Papadopoulos;  Vasso Reppa;  Marios M. Polycarpou;  Christos G. Panayiotou
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Building automation  fault diagnosis  fault location  smart homes  
Urban Sensing Based on Mobile Phone Data: Approaches, Applications, and Challenges 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 3, 页码: 627-637
作者:  Mohammadhossein Ghahramani;  MengChu Zhou;  Gang Wang
浏览  |  Adobe PDF(3738Kb)  |  收藏  |  浏览/下载：129/33  |  提交时间：2021/03/11
Big data analysis  human mobility  origin destination matrices  smart infrastructure  urban planning