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ELM-PSO-FCM based missing values imputation for byproduct gas flow data analysis 会议论文
Proceedings of 2019 IEEE 3rd Information Technology, Networking, Electronic and Automation Control Conference, ITNEC 2019, Chengdu, China, March 15-17, 2019
Authors:  Sun XY(孙雪莹);  Wang Z(王卓);  Hu JT(胡静涛)
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Missing data  Imputation  Fuzzy c-means  PSO  Extreme learning machine  
钢铁企业副产煤气的产消量预测及优化调度方法研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2018
Authors:  孙雪莹
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副产煤气系统  预测  极限学习机  优化调度  不确定性  
基于ELM-AdaBoost.M2的污水处理过程在线故障诊断 期刊论文
计算机测量与控制, 2018, 卷号: 26, 期号: 2, 页码: 53-56
Authors:  谭承诚;  于广平;  邱志成
View  |  Adobe PDF(1404Kb)  |  Favorite  |  View/Download:43/7  |  Submit date:2018/03/25
污水处理  故障诊断  极限学习机  Adaboost.m2  在线建模  
Learning Through Deterministic Assignment of Hidden Parameters 期刊论文
IEEE Transactions on Cybernetics, 2018, 页码: 1-14
Authors:  Fang, Jian;  Lin, Shaobo;  Xu ZB(徐宗本)
View  |  Adobe PDF(995Kb)  |  Favorite  |  View/Download:34/5  |  Submit date:2019/01/13
Bright parameters  hidden parameters  learning rate  neural networks  supervised learning  
An efficient extreme learning machine for robust regression 会议论文
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Minsk, Belarus, June 25-28, 2018
Authors:  Li DC(李德才);  He YQ(何玉庆)
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Extreme Learning Machine  Robust Regression  Bayesian Method  Huber Loss Function  
Prediction Interval Construction for Byproduct Gas Flow Forecasting Using Optimized Twin Extreme Learning Machine 期刊论文
MATHEMATICAL PROBLEMS IN ENGINEERING, 2017, 卷号: 2017, 页码: 1-12
Authors:  Sun XY(孙雪莹);  Wang Z(王卓);  Hu JT(胡静涛)
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基于自适应遗忘因子极限学习机的高炉煤气预测 期刊论文
计算机测量与控制, 2017, 卷号: 25, 期号: 7, 页码: 235-238
Authors:  孙雪莹;  胡静涛;  王卓;  张吉龙
View  |  Adobe PDF(542Kb)  |  Favorite  |  View/Download:135/18  |  Submit date:2017/09/18
高炉煤气  在线预测  极限学习机  遗忘因子  
An Interactive Astronaut-Robot System with Gesture Control 期刊论文
COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2016, 卷号: 2016, 页码: 1-11
Authors:  Liu JG(刘金国);  Luo YF(罗壹凡);  Ju, Zhaojie
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基于聚类的社区居民健康指数预测模型研究 学位论文
博士, 沈阳: 中国科学院沈阳自动化研究所, 2015
Authors:  章永来
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社区卫生  机器学习  聚类  降维  预测  
Autonomic Learning Framework Based on Behavior Policy 会议论文
Advances in Cognitive Neurodynamics (V) : Proceedings of the Fifth International Conference on Cognitive Neurodynamics, Sanya, China, June 3-7, 2015
Authors:  Li DC(李德才);  He YQ(何玉庆)
View  |  Adobe PDF(501Kb)  |  Favorite  |  View/Download:169/44  |  Submit date:2016/10/07
Complex Natural Environment  Autonomous Learning Framework  Behavior Policy  Inverse Reinforcement Learning