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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：202/0  |  提交时间：2019/12/16
Shadowed set  Interval data  Data driven  Tolerance limit  Percentile statistic  
Interval type-2 fuzzy logic based transmission power allocation strategy for lifetime maximization of WSNs 期刊论文
ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2020, 卷号: 87, 页码: 11
作者:  Peng, Wei;  Li, Chengdong;  Zhang, Guiqing;  Yi, Jianqiang
收藏  |  浏览/下载：171/0  |  提交时间：2020/03/30
Transmission power allocation  Type-2 fuzzy  Wireless sensor network  Network lifetime  
Data driven parallel prediction of building energy consumption using generative adversarial nets 期刊论文
ENERGY AND BUILDINGS, 2019, 卷号: 186, 页码: 230-243
作者:  Tian, Chenlu;  Li, Chengdong;  Zhang, Guiqing;  Lv, Yisheng
收藏  |  浏览/下载：211/0  |  提交时间：2019/07/12
building energy consumption  deep learning  parallel prediction  Generative Adversarial Nets  
Analysis and Design of Functionally Weighted Single-Input-Rule-Modules Connected Fuzzy Inference Systems 期刊论文
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2018, 卷号: 26, 期号: 1, 页码: 56-71
作者:  Li, Chengdong;  Gao, Junlong;  Yi, Jianqiang;  Zhang, Guiqing
收藏  |  浏览/下载：163/0  |  提交时间：2018/10/10
Data-driven Method  Fuzzy Inference System (Fis)  Least-squares Method  Parameter Learning  Single-input Rule Module (Sirm)  
Deep Belief Network Based Hybrid Model for Building Energy Consumption Prediction 期刊论文
ENERGIES, 2018, 卷号: 11, 期号: 1
作者:  Li, Chengdong;  Ding, Zixiang;  Yi, Jianqiang;  Lv, Yisheng;  Zhang, Guiqing
收藏  |  浏览/下载：211/0  |  提交时间：2018/10/10
Building Energy Consumption Prediction  Deep Belief Network  Contrastive Divergence Algorithm  Least Squares Learning  Energy-consuming Pattern  
Building Energy Consumption Prediction: An Extreme Deep Learning Approach 期刊论文
ENERGIES, 2017, 卷号: 10, 期号: 10, 页码: 1-20
作者:  Li, Chengdong;  Ding, Zixiang;  Zhao, Dongbin;  Yi, Jianqiang;  Zhang, Guiqing
浏览  |  Adobe PDF(1918Kb)  |  收藏  |  浏览/下载：295/46  |  提交时间：2017/12/30
Building Energy Consumption  Deep Learning  Stacked Autoencoders  Extreme Learning Machine  
A fast learning method for data-driven design of interval type-2 fuzzy logic system 期刊论文
JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2017, 卷号: 32, 期号: 3, 页码: 2705-2715
作者:  Li, Chengdong;  Zhang, Guiqing;  Yi, Jianqiang;  Shang, Fang;  Gao, Junlong
收藏  |  浏览/下载：214/0  |  提交时间：2017/05/05
Data-driven Method  Fast Learning  Fuzzy Logic System  Anfis  Type-2 Fuzzy  
On the Monotonicity of Interval Type-2 Fuzzy Logic Systems 期刊论文
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2014, 卷号: 22, 期号: 5, 页码: 1197-1212
作者:  Li, Chengdong;  Yi, Jianqiang;  Zhang, Guiqing
浏览  |  Adobe PDF(1881Kb)  |  收藏  |  浏览/下载：265/64  |  提交时间：2015/09/18
Data-driven Method  Fuzzy Logic System  Modeling And Control  Monotonicity  Type-2 Fuzzy  Type-reduction And Defuzzification Method  
Monotonic type-2 fuzzy neural network and its application to thermal comfort prediction 期刊论文
NEURAL COMPUTING & APPLICATIONS, 2013, 卷号: 23, 期号: 7-8, 页码: 1987-1998
作者:  Li, Chengdong;  Yi, Jianqiang;  Wang, Ming;  Zhang, Guiqing
浏览  |  Adobe PDF(737Kb)  |  收藏  |  浏览/下载：236/77  |  提交时间：2015/08/12
Type-2 Fuzzy  Neural Network  Monotonicity  Constrained Least Squares Method  Gradient Descent Algorithm  Thermal Comfort  
Uncertainty degree and modeling of interval type-2 fuzzy sets: Definition, method and application 期刊论文
COMPUTERS & MATHEMATICS WITH APPLICATIONS, 2013, 卷号: 66, 期号: 10, 页码: 1822-1835
作者:  Li, Chengdong;  Zhang, Guiqing;  Yi, Jianqiang;  Wang, Ming
收藏  |  浏览/下载：173/0  |  提交时间：2015/08/12
Uncertainty Measure  Type-2 Fuzzy Set  Word Modeling  Computing With Words  Thermal Comfort