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Generating Adversarial Samples on Multivariate Time Series using Variational Autoencoders 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 9, 页码: 1523-1538
作者:  Samuel Harford;  Fazle Karim;  Houshang Darabi
Adobe PDF(12886Kb)  |  收藏  |  浏览/下载：123/41  |  提交时间：2021/09/03
Adversarial machine learning  deep learning  multivariate time series  perturbation methods  
Soft Robotics: Morphology and Morphology-inspired Motion Strategy 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 9, 页码: 1500-1522
作者:  Fan Xu;  Hesheng Wang
Adobe PDF(41738Kb)  |  收藏  |  浏览/下载：166/18  |  提交时间：2021/09/03
Soft continuum manipulator  soft gripper  soft mobile robot  soft robot control method  soft robot modeling method  soft robotics  
Empirical Research on the Application of a Structure-Based Software Reliability Model 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 6, 页码: 1153-1162
作者:  Jie Zhang;  Yang Lu;  Ke Shi;  Chong Xu
Adobe PDF(1527Kb)  |  收藏  |  浏览/下载：131/44  |  提交时间：2021/06/11
Algebraic method  reliability evaluation  software metrics  software reliability  
ST-Trader: A Spatial-Temporal Deep Neural Network for Modeling Stock Market Movement 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 5, 页码: 1015-1024
作者:  Xiurui Hou;  Kai Wang;  Cheng Zhong;  Zhi Wei
Adobe PDF(18247Kb)  |  收藏  |  浏览/下载：155/16  |  提交时间：2021/04/09
Graph convolution network  long-short term memory network  stock market forecasting  variational autoencoder (VAE)  
Robust Latent Factor Analysis for Precise Representation of High-Dimensional and Sparse Data 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 4, 页码: 796-805
作者:  Di Wu;  Xin Luo
Adobe PDF(2415Kb)  |  收藏  |  浏览/下载：119/49  |  提交时间：2021/04/09
High-dimensional and sparse matrix  L1-norm  L2-norm  latent factor model  recommender system  smooth L1-norm  
Performance Evaluation of Public Bus Transportation by Using DEA Models and Shannon’s Entropy: An Example From a Company in a Large City of China 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 4, 页码: 779-795
作者:  Zicheng Liu;  Naiqi Wu;  Yan Qiao;  Zhiwu Li
Adobe PDF(1462Kb)  |  收藏  |  浏览/下载：152/39  |  提交时间：2021/04/09
Performance evaluation  public transportation system  Shannon’s entropy  super-efficiency data envelopment analysis  undesirable outputs  
An Overview of Recommendation Techniques and Their Applications in Healthcare 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 4, 页码: 701-717
作者:  Wenbin Yue;  Zidong Wang;  Jieyu Zhang;  Xiaohui Liu
Adobe PDF(1958Kb)  |  收藏  |  浏览/下载：205/47  |  提交时间：2021/04/09
Collaborative filtering (CF)  content-based recommendation  healthcare  recommendation system (RS)  
Efficient and High-quality Recommendations via Momentum-incorporated Parallel Stochastic Gradient Descent-Based Learning 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 2, 页码: 402-411
作者:  Xin Luo;  Wen Qin;  Ani Dong;  Khaled Sedraoui;  MengChu Zhou
Adobe PDF(5091Kb)  |  收藏  |  浏览/下载：172/55  |  提交时间：2021/04/09
Big data  industrial application  industrial data  latent factor analysis  machine learning  parallel algorithm  recommender system (RS)  stochastic gradient descent (SGD)  
Dependent Randomization in Parallel Binary Decision Fusion 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 2, 页码: 361-376
作者:  Weiqiang Dong;  Moshe Kam
Adobe PDF(8486Kb)  |  收藏  |  浏览/下载：140/32  |  提交时间：2021/04/09
Data fusion  decision fusion  dependent randomization  parallel decentralized detection  synchronization  
A Survey on Smart Agriculture: Development Modes, Technologies, and Security and Privacy Challenges 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 2, 页码: 273-302
作者:  Xing Yang;  Lei Shu;  Jianing Chen;  Mohamed Amine Ferrag;  Jun Wu;  Edmond Nurellari;  Kai Huang
Adobe PDF(61519Kb)  |  收藏  |  浏览/下载：163/17  |  提交时间：2021/04/09
Agricultural artificial intelligence  agricultural automation  agricultural Internet of Things  security  smart agriculture