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Conditional Generative Neural Decoding with Structured CNN Feature Prediction 会议论文
, 美国, 2020-4
作者:  Du CD(杜长德);  Du CY(杜长营);  He HG(何晖光)
Adobe PDF(1813Kb)  |  收藏  |  浏览/下载:104/27  |  提交时间:2023/05/05
High-Speed and Accurate Scale Estimation for Visual Tracking with Gaussian Process Regression 会议论文
, London, United Kingdom, 2020-7
作者:  Linyu Zheng;  Ming Tang;  Yingying Chen;  Jinqiao Wang;  Hanqing Lu
Adobe PDF(1144Kb)  |  收藏  |  浏览/下载:178/43  |  提交时间:2021/06/18
面向开放环境的鲁棒自适应深度学习方法研究 学位论文
, 中国科学院自动化研究所: 中国科学院大学, 2020
作者:  杨红明
Adobe PDF(1832Kb)  |  收藏  |  浏览/下载:214/10  |  提交时间:2021/06/02
模式识别  领域自适应  未知拒识  增类学习  卷积神经网络  原型学习  
Gaussian process based neural architecture search. 会议论文
, Washington State Convention Center, 2020 年 6 月 16 日 – 2020 年 6 月 18 日
作者:  Zhihang Li;  Teng Xi;  Jiankang Deng;  Gang Zhang;  Shengzhao Wen;  Ran He
Adobe PDF(502Kb)  |  收藏  |  浏览/下载:160/55  |  提交时间:2021/06/01
Spatio-Temporal Graph Structure Learning for Traffic Forecasting 会议论文
, New York, USA, 2020-02
作者:  Zhang Qi;  Chang Jianlong;  Meng Gaofeng;  Xiang Shiming;  Pan Chunhong
Adobe PDF(541Kb)  |  收藏  |  浏览/下载:211/44  |  提交时间:2021/05/31
Neural-Network-Based Nonlinear Model Predictive Tracking Control of a Pneumatic Muscle Actuator-Driven Exoskeleton 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 6, 页码: 1478-1488
作者:  Yu Cao;  Jian Huang
浏览  |  Adobe PDF(9613Kb)  |  收藏  |  浏览/下载:144/51  |  提交时间:2021/03/11
Echo state Gaussian process  model predictive control  neural network  pneumatic muscle actuators-driven exoskeleton  
A Novel MDFA-MKECA Method With Application to Industrial Batch Process Monitoring 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 5, 页码: 1438-1446
作者:  Yinghua Yang;  Xiang Shi;  Xiaozhi Liu;  Hongru Li
浏览  |  Adobe PDF(1848Kb)  |  收藏  |  浏览/下载:151/49  |  提交时间:2021/03/11
MDFA  MKECA  process monitoring  reheating furnace  statistical features  thermodynamics entropy feature  
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:153/40  |  提交时间:2021/03/11
Industrial time series  kernel dynamic Bayesian networks (KDBN)  prediction intervals (PIs)  variational inference  
Major Development Under Gaussian Filtering Since Unscented Kalman Filter 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2020, 卷号: 7, 期号: 5, 页码: 1308-1325
作者:  Abhinoy Kumar Singh
浏览  |  Adobe PDF(1572Kb)  |  收藏  |  浏览/下载:150/39  |  提交时间:2021/03/11
Bayesian framework  cubature rule-based filtering  Gaussian filters  Gaussian sum and square-root filtering  nonlinear filtering  quadrature rule-based filtering  unscented transformation  
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:155/61  |  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