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| Data Augmentation and Deep Neuro-fuzzy Network for Student Performance Prediction with MapReduce Framework 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 6, 页码: 981-992
作者: Amlan Jyoti Baruah; Siddhartha Baruah
 Adobe PDF(1583Kb) |  收藏 | 浏览/下载：202/50 | 提交时间：2021/11/26
Educational data mining (EDA) MapReduce framework deep neuro-fuzzy network student performance data augmentation |
| Dynamic Event-triggered Control and Estimation: A Survey 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 6, 页码: 857-886
作者: Xiaohua Ge; Qing-Long Han; Xian-Ming Zhang ; Derui Ding
Adobe PDF(3887Kb) | 收藏 | 浏览/下载：213/40 | 提交时间：2021/11/26
Networked systems dynamic event-triggered control dynamic event-triggered estimation dynamic event-triggered mechanisms vehicle active suspension system water distribution and supply system |
| 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：148/49 | 提交时间：2021/09/03
Degradation process fault effects fault occurrence moment (FOM) performance characteristic (PC) remaining useful life (RUL) |
| Decentralized Resilient H∞ Load Frequency Control for Cyber-Physical Power Systems Under DoS Attacks 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 11, 页码: 1737-1751
作者: Xin Zhao; Suli Zou; Zhongjing Ma
Adobe PDF(3053Kb) | 收藏 | 浏览/下载：176/35 | 提交时间：2021/09/03
Cyber-physical power systems (CPPSs) denial-of-service (DoS) attacks load frequency control (LFC) sampled-data control |
| 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：130/42 | 提交时间：2021/09/03
Adversarial machine learning deep learning multivariate time series perturbation methods |
| A Novel Heterogeneous Actor-critic Algorithm with Recent Emphasizing Replay Memory 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 4, 页码: 619-631
作者: Bao Xi; Rui Wang; Ying-Hao Cai; TaoLu; Shuo Wang
Adobe PDF(2505Kb) | 收藏 | 浏览/下载：178/54 | 提交时间：2021/07/20
Reinforcement learning (RL) actor-critic experience replay training efficiency manipulation skill learning |
| Contrastive Self-supervised Representation Learning Using Synthetic Data 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 4, 页码: 556-567
作者: Dong-Yu She; Kun Xu
Adobe PDF(993Kb) | 收藏 | 浏览/下载：189/43 | 提交时间：2021/07/20
Self-supervised learning contrastive learning synthetic image convolutional neural network representation learning |
| Learning Convex Optimization Models 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 8, 页码: 1355-1364
作者: Akshay Agrawal; Shane Barratt; Stephen Boyd
Adobe PDF(1593Kb) | 收藏 | 浏览/下载：169/49 | 提交时间：2021/06/11
Convex optimization differentiable optimization machine learning |
| CurveNet: Curvature-Based Multitask Learning Deep Networks for 3D Object Recognition 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 6, 页码: 1177-1187
作者: A. A. M. Muzahid; Wanggen Wan; Ferdous Sohel; Lianyao Wu; Li Hou
Adobe PDF(3792Kb) | 收藏 | 浏览/下载：156/28 | 提交时间：2021/06/11
3D shape analysis convolutional neural network DNNs object classification volumetric CNN |
| Zoning Search With Adaptive Resource Allocating Method for Balanced and Imbalanced Multimodal Multi-Objective Optimization 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2021, 卷号: 8, 期号: 6, 页码: 1163-1176
作者: Qinqin Fan; Okan K. Ersoy
Adobe PDF(3817Kb) | 收藏 | 浏览/下载：117/34 | 提交时间：2021/06/11
Computational resource allocation decision space decomposition evolutionary computation multimodal multi-objective optimization |
