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城市固废焚烧过程烟气含氧量自适应预测控制 期刊论文
自动化学报, 2023, 卷号: 49, 期号: 11, 页码: 2338-2349
Authors:  孙剑;  蒙西;  乔俊飞
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城市固体废物焚烧  烟气含氧量  自适应预测控制  径向基函数神经网络  梯度下降  
基于粒度聚类的转炉炼钢氧气消耗量预测 期刊论文
自动化学报, 2024, 卷号: 50, 期号: 1, 页码: 132-142
Authors:  阳青锋;  赖旭芝;  杜胜;  胡杰;  陈略峰;  吴敏
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转炉炼钢  氧气消耗预测  信息粒化  工况识别  
Evolutionary Optimization Methods for High-Dimensional Expensive Problems: A Survey 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 5, 页码: 1092-1105
Authors:  MengChu Zhou;  Meiji Cui;  Dian Xu;  Shuwei Zhu;  Ziyan Zhao;  Abdullah Abusorrah
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Evolutionary algorithm (EA)  high-dimensional expensive problems (HEPs)  industrial applications  surrogate-assisted optimization  
Corporate Credit Ratings Based on Hierarchical Heterogeneous Graph Neural Networks 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 2, 页码: 257-271
Authors:  Bo-Jing Feng, Xi Cheng, Hao-Nan Xu, Wen-Fang Xue
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Corporate credit rating, hierarchical relation, heterogeneous graph neural networks, adversarial learning  
Constrained Multi-Objective Optimization With Deep Reinforcement Learning Assisted Operator Selection 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 919-931
Authors:  Fei Ming;  Wenyin Gong;  Ling Wang;  Yaochu Jin
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Constrained multi-objective optimization  deep Q-learning  deep reinforcement learning (DRL)  evolutionary algorithms  evolutionary operator selection  
Data-Based Filters for Non-Gaussian Dynamic Systems With Unknown Output Noise Covariance 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 866-877
Authors:  Elham Javanfar;  Mehdi Rahmani
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Data-based filter  maximum likelihood estimation  unknown covariance  weighted maximum likelihood estimation  weighted sum-of-norms clustering  
A Tutorial on Federated Learning from Theory to Practice: Foundations, Software Frameworks, Exemplary Use Cases, and Selected Trends 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 4, 页码: 824-850
Authors:  M. Victoria Luzón;  Nuria Rodríguez-Barroso;  Alberto Argente-Garrido;  Daniel Jiménez-López;  Jose M. Moyano;  Javier Del Ser;  Weiping Ding;  Francisco Herrera
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Data privacy  distributed machine learning  federated learning  software frameworks  
AI for Supporting the Freedom of Drawing 期刊论文
Machine Intelligence Research, 2024, 卷号: 21, 期号: 1, 页码: 63-88
Authors:  Xiaohua Sun, Juexiao Qin
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Intention understanding, drawing support, drawing, art, human-artificial intelligence (AI) collaboration  
Sparse Reconstructive Evidential Clustering for Multi-View Data 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2024, 卷号: 11, 期号: 2, 页码: 459-473
Authors:  Chaoyu Gong;  Yang You
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Evidence theory  multi-view clustering (MVC)  optimization  sparse reconstruction  
基于 TOF-MRA 图像的脑血管分割算法研究 学位论文
, 2023
Authors:  黄海滨
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磁共振血管造影  脑血管分割  统计模型  深度学习  半监督学习