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Energy Theft Detection in Smart Grids: Taxonomy, Comparative Analysis, Challenges, and Future Research Directions 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 4, 页码: 578-600
Authors:  Mohsin Ahmed, Abid Khan, Mansoor Ahmed, Mouzna Tahir, Gwanggil Jeon, Giancarlo Fortino, Francesco Piccialli
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Challenges,comparative analysis,energy theft detection,future research directions,smart grid,taxonomy  
Continuous-Time Prediction of Industrial Paste Thickener System With Differential ODE-Net 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 4, 页码: 686-698
Authors:  Zhaolin Yuan, Xiaorui Li, Di Wu, Xiaojuan Ban, Nai-Qi Wu, Hong-Ning Dai, Hao Wang
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Industrial 24 paste thickener,ordinary differential equation (ODE)-net,recurrent neural network,time series prediction  
传染病多元耦合时序预测的深度学习方法与应用 学位论文
, 中国科学院大学自动化研究所: 中国科学院大学自动化研究所, 2021
Authors:  王月娇
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深度学习  传染病  多元时间序列预测  手足口病  新冠肺炎  
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
Authors:  Xiurui Hou;  Kai Wang;  Cheng Zhong;  Zhi Wei
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Graph convolution network  long-short term memory network  stock market forecasting  variational autoencoder (VAE)  
Evolutionary Computation in Social Propagation over Complex Networks: A Survey 期刊论文
International Journal of Automation and Computing, 2021, 卷号: 18, 期号: 4, 页码: 503-520
Authors:  Tian-Fang Zhao
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Evolutionary computation  complex network  propagation dynamics  social diffusion  evolution model  optimization algorithm  
Using deep learning to predict the hand-foot-and-mouth disease of enterovirus A71 subtype in Beijing from 2011 to 2018 期刊论文
SCIENTIFIC REPORTS, 2020, 卷号: 10, 期号: 1, 页码: 10
Authors:  Wang, Yuejiao;  Cao, Zhidong;  Zeng, Daniel;  Wang, Xiaoli;  Wang, Quanyi
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A Hybrid Learning Method for the Data-Driven Design of Linguistic Dynamic Systems 期刊论文
IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2019, 卷号: 6, 期号: 6, 页码: 1487-1498
Authors:  Li, Chengdong;  Yi, Jianqiang;  Lv, Yisheng;  Duan, Peiyong
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Fuzzy set  least square method  linguistic dynamic system (LDS)  multi-objective optimization  
Pattern Sensitive Prediction of Traffic Flow Based on Generative Adversarial Framework 期刊论文
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2019, 卷号: 20, 期号: 6, 页码: 2395-2400
Authors:  Lin, Yilun;  Dai, Xingyuan;  Li, Li;  Wang, Fei-Yue
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Traflic flow prediction  deep learning  generative adversarial network  
ESI工程学领域热点论文(2019年3月) 其他
2019-04-01
Authors:  张桂英
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Yield analysis as a function of stochastic plant architecture: Case of Spilanthes acmella in the wet and dry season 期刊论文
COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2017, 卷号: 138, 期号: 2017, 页码: 105-116
Authors:  Vavitsara, Marie Elodie;  Sabatier, Sylvie;  Kang, MengZhen;  Ranarijaona, Hery Lisy Tiana;  de Reffye, Philippe
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Greenlab  Plant Architecture  Source-sink Parameters  Model Calibration  Stochastic Method  Functional-structural Plant Model