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LSTM-DGMDH: High-Dimensional Index Tracking Based on LSTM and Adaptive Deep Evolutionary GMDH Neural Network Journal article
Tong, He, Liu, Yusheng, Liu, Lin, Li, Ning, Chen, Sibao, Xu, Lixiang, Tang, Yuanyan. LSTM-DGMDH: High-Dimensional Index Tracking Based on LSTM and Adaptive Deep Evolutionary GMDH Neural Network[J]. IEEE Access, 2023, 11, 115654-115667.
Authors:  Tong, He;  Liu, Yusheng;  Liu, Lin;  Li, Ning;  Chen, Sibao; et al.
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:3.4/3.7 | Submit date：2024/02/22
Attention Mechanism  Gmdh Neural Network  High-dimensional Index Tracking  Lstm  Tracking Error External Criterion  
Prediction of Disc Cutter Life During Shield Tunneling with AI via the Incorporation of a Genetic Algorithm into a GMDH-Type Neural Network Journal article
Elbaz, Khalid, Shen, Shui Long, Zhou, Annan, Yin, Zhen Yu, Lyu, Hai Min. Prediction of Disc Cutter Life During Shield Tunneling with AI via the Incorporation of a Genetic Algorithm into a GMDH-Type Neural Network[J]. Engineering, 2021, 7(2), 238-251.
Authors:  Elbaz, Khalid;  Shen, Shui Long;  Zhou, Annan;  Yin, Zhen Yu;  Lyu, Hai Min
Favorite | TC[WOS]:145 TC[Scopus]:162  IF:10.1/11.6 | Submit date：2021/12/07
Disc Cutter Life  Gmdh–ga  Operational Parameters  Shield Tunneling  
Data in intelligent approach for estimation of disc cutter life using hybrid metaheuristic algorithm Other
2020-11-01
Authors:  Elbaz, Khalid;  Shen, Shui Long;  Zhou, Annan;  Yin, Zhen Yu;  Lyu, Hai Min
Favorite | TC[WOS]:5 TC[Scopus]:7 | Submit date：2021/12/06
Disc Cutter  Genetic Algorithm  Gmdh-type Neural Network  Tunnel Boring Machine  
Towards implementation of residual-feedback GMDH neural network on parallel GPU memory guided by a regression curve Journal article
Ricardo Brito, Simon Fong, Kyungeun Cho, Wei Song, Raymond Wong, Sabah Mohammed, Jinan Fiaidhi. Towards implementation of residual-feedback GMDH neural network on parallel GPU memory guided by a regression curve[J]. Journal of Supercomputing, 2016, 72(10), 3993-4020.
Authors:  Ricardo Brito;  Simon Fong;  Kyungeun Cho;  Wei Song;  Raymond Wong; et al.
Favorite | TC[WOS]:2 TC[Scopus]:4  IF:2.5/2.4 | Submit date：2021/03/09
Artificial Neural Networks  Gmdh  Parallel Execution  Nvidia  Cuda  Gpu  
Rare Events Forecasting Using a Residual-Feedback GMDH Neural Network Conference paper
Simon Fong, Zhou Nannan, Raymond K. Wong, Xin-She Yang. Rare Events Forecasting Using a Residual-Feedback GMDH Neural Network[C]:IEEE, 345 E 47TH ST, NEW YORK, NY 10017 USA, 2013, 464-473.
Authors:  Simon Fong;  Zhou Nannan;  Raymond K. Wong;  Xin-She Yang
Favorite | TC[WOS]:11 TC[Scopus]:14 | Submit date：2019/02/13
Time Series Forecasting  Gmdh  Earthquake Prediction  Ground Ozone  Neural Network  Data Pre-processing