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Robustly uncovering the heterogeneity of neurodegenerative disease by using data-driven subtyping in neuroimaging: A review 期刊论文
BRAIN RESEARCH, 2024, 卷号: 1823, 页码: 13
作者:  Chen, Pindong;  Zhang, Shirui;  Zhao, Kun;  Kang, Xiaopeng;  Rittman, Timothy;  Liu, Yong
收藏  |  浏览/下载:42/0  |  提交时间:2024/02/22
Neurodegenerative diseases  Alzheimer's disease  Heterogeneity  Subtype  Data-driven  
Learning for Depth Control of a Robotic Penguin: A Data-Driven Model Predictive Control Approach 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2023, 卷号: 70, 期号: 11, 页码: 11422-11432
作者:  Pan, Jie;  Zhang, Pengfei;  Wang, Jian;  Liu, Mingxin;  Yu, Junzhi
收藏  |  浏览/下载:35/0  |  提交时间:2023/11/17
Data-driven model predictive control (MPC)  depth control  motion control  reinforcement learning (RL)  robotic penguin  
Data-Driven Optimal Output Cluster Synchronization Control of Heterogeneous Multi-Agent Systems 期刊论文
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2023, 页码: 11
作者:  Li, Hongyang;  Wei, Qinglai
收藏  |  浏览/下载:50/0  |  提交时间:2023/11/17
Index Terms- Output cluster synchronization control  data-driven control  adaptive dynamic programming  policy iteration  heterogeneous multi-agent systems  optimal control  
Accurate prediction of short-term photovoltaic power generation via a novel double-input-rule-modules stacked deep fuzzy method 期刊论文
ENERGY, 2020, 卷号: 212, 页码: 13
作者:  Li, Chengdong;  Zhou, Changgeng;  Peng, Wei;  Lv, Yisheng;  Luo, Xin
收藏  |  浏览/下载:208/0  |  提交时间:2021/03/08
PV power generation prediction  Deep fuzzy model  Double input rule module  Data driven method  Least square method  
A Deep Nonnegative Matrix Factorization Approach via Autoencoder for Nonlinear Fault Detection 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2020, 卷号: 16, 期号: 8, 页码: 5042-5052
作者:  Ren, Zelin;  Zhang, Wensheng;  Zhang, Zhizhong
Adobe PDF(2122Kb)  |  收藏  |  浏览/下载:313/44  |  提交时间:2020/07/06
data-driven fault detection  deep autoencoder  nonlinear industrial process  nonnegative matrix factorization (NMF)  
Interval data driven construction of shadowed sets with application to linguistic word modelling 期刊论文
INFORMATION SCIENCES, 2020, 卷号: 507, 页码: 503-521
作者:  Li, Chengdong;  Yi, Jianqiang;  Wang, Hongkai;  Zhang, Guiqing;  Li, Junqing
收藏  |  浏览/下载:214/0  |  提交时间:2019/12/16
Shadowed set  Interval data  Data driven  Tolerance limit  Percentile statistic  
Social weather: A review of crowdsourcing-assisted meteorological knowledge services through social cyberspace 期刊论文
GEOSCIENCE DATA JOURNAL, 2019, 页码: 19
作者:  Zhu, Yifan;  Zhang, Sifan;  Li, Yinan;  Lu, Hao;  Shi, Kaize;  Niu, Zhendong
收藏  |  浏览/下载:209/0  |  提交时间:2020/03/30
crowdsourcing  data-driven  knowledge services  meteorological services  social space  
Transfer learning for batch process optimal control using LV-PTM and adaptive control strategy 期刊论文
JOURNAL OF PROCESS CONTROL, 2019, 卷号: 81, 页码: 197-208
作者:  Chu, Fei;  Zhao, Xu;  Yao, Yuan;  Chen, Tao;  Wang, Fuli
收藏  |  浏览/下载:202/0  |  提交时间:2019/12/16
Transfer learning  Data-driven  LV-PTM  Optimal control  Adaptive control strategy  
Parallel Control of Distributed Parameter Systems 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2018, 卷号: 48, 期号: 12, 页码: 3291-3301
作者:  Song, Yuhua;  He, Xiuyu;  Liu, Zhijie;  He, Wei;  Sun, Changyin;  Wang, Fei-Yue
收藏  |  浏览/下载:307/0  |  提交时间:2019/01/08
Artificial system  data-driven  distributed parameter system  flexible structure  parallel control