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A hybrid Wavelet-CNN-LSTM deep learning model for short-term urban water demand forecasting
Frontiers of Environmental Science & Engineering 2023, Volume 17, Issue 2, doi: 10.1007/s11783-023-1622-3
● A novel deep learning framework for short-term water demand forecasting.
Keywords: Short-term water demand forecasting Long-short term memory neural network Convolutional Neural Network
A novel hybrid model for water quality prediction based on VMD and IGOA optimized for LSTM
Frontiers of Environmental Science & Engineering 2023, Volume 17, Issue 7, doi: 10.1007/s11783-023-1688-y
● A novel VMD-IGOA-LSTM model has proposed for the prediction of
Keywords: Grasshopper optimization algorithm Variational mode decomposition Long short-term memory neural network
Harun TANYILDIZI, Abdulkadir ŞENGÜR, Yaman AKBULUT, Murat ŞAHİN
Frontiers of Structural and Civil Engineering 2020, Volume 14, Issue 6, Pages 1316-1330 doi: 10.1007/s11709-020-0646-z
Keywords: concrete high temperature strength properties deep learning stacked auto-encoders LSTM network
: a human identification method based on adaptive particle swarm optimization and the bidirectional LSTM Research Article
Yefei Zhang, Zhidong Zhao, Yanjun Deng, Xiaohong Zhang, Yu Zhang,zhangyf@hdu.edu.cn,zhaozd@hdu.edu.cn,yanjund@hdu.edu.cn,xhzhang@hdu.edu.cn,zy2009@hdu.edu.cn
Frontiers of Information Technology & Electronic Engineering 2021, Volume 22, Issue 12, Pages 1551-1684 doi: 10.1631/FITEE.2000511
Keywords: 心电图生物特征;个体身份识别;长短期记忆网络;自适应粒子群优化算法
Dynamic time prediction for electric vehicle charging based on charging pattern recognition Research Article
Chunxi LI, Yingying FU, Xiangke CUI, Quanbo GE
Frontiers of Information Technology & Electronic Engineering 2023, Volume 24, Issue 2, Pages 299-313 doi: 10.1631/FITEE.2200212
Keywords: Charging mode Charging time Random forest Long short-term memory (LSTM) Simplified particle swarm
LDformer: a parallel neural network model for long-term power forecasting
田冉,李新梅,马忠彧,刘颜星,王晶霞,王楚
Frontiers of Information Technology & Electronic Engineering 2023, Volume 24, Issue 9, Pages 1287-1301 doi: 10.1631/FITEE.2200540
Keywords: Long-term power forecasting Long short-term memory (LSTM) UniDrop Self-attention mechanism
Enhanced LSTM Model for Daily Runoff Prediction in the Upper Huai River Basin, China Article
Yuanyuan Man, Qinli Yang, Junming Shao, Guoqing Wang, Linlong Bai, Yunhong Xue
Engineering 2023, Volume 24, Issue 5, Pages 230-239 doi: 10.1016/j.eng.2021.12.022
Keywords: Runoff prediction Long short-term memory Upper Huai River Basin Extreme runoff Loss function
Exploring nonlinear spatiotemporal effects for personalized next point-of-interest recommendation
孙曦,吕志民
Frontiers of Information Technology & Electronic Engineering 2023, Volume 24, Issue 9, Pages 1273-1286 doi: 10.1631/FITEE.2200304
Keywords: Point-of-interest recommendation Spatiotemporal effects Long short-term memory (LSTM) Attention mechanism
Novel interpretable mechanism of neural networks based on network decoupling method
Frontiers of Engineering Management 2021, Volume 8, Issue 4, Pages 572-581 doi: 10.1007/s42524-021-0169-x
Keywords: neural networks interpretability dynamical behavior network decouple
Frontiers of Mechanical Engineering 2023, Volume 18, Issue 2, doi: 10.1007/s11465-022-0736-9
Keywords: fault recognition fault localization multi-sensor relations network analysis graph neural network
Multiscale computation on feedforward neural network and recurrent neural network
Bin LI, Xiaoying ZHUANG
Frontiers of Structural and Civil Engineering 2020, Volume 14, Issue 6, Pages 1285-1298 doi: 10.1007/s11709-020-0691-7
Keywords: multiscale method constitutive model feedforward neural network recurrent neural network
Heat, mass, and work exchange networks
Zhiyou CHEN, Jingtao WANG
Frontiers of Chemical Science and Engineering 2012, Volume 6, Issue 4, Pages 484-502 doi: 10.1007/s11705-012-1221-5
Keywords: process system engineering integration methods heat exchange network mass exchange network work exchangenetwork
Deep convolutional tree-inspired network: a decision-tree-structured neural network for hierarchical
Frontiers of Mechanical Engineering 2021, Volume 16, Issue 4, Pages 814-828 doi: 10.1007/s11465-021-0650-6
Keywords: bearing cross-severity fault diagnosis hierarchical fault diagnosis convolutional neural network
Identifying spreading influence nodes for social networks
Frontiers of Engineering Management Pages 520-549 doi: 10.1007/s42524-022-0190-8
Keywords: complex network network science spreading influence machine learning
Title Author Date Type Operation
A hybrid Wavelet-CNN-LSTM deep learning model for short-term urban water demand forecasting
Journal Article
A novel hybrid model for water quality prediction based on VMD and IGOA optimized for LSTM
Journal Article
Deep learning model for estimating the mechanical properties of concrete containing silica fume exposed to high temperatures
Harun TANYILDIZI, Abdulkadir ŞENGÜR, Yaman AKBULUT, Murat ŞAHİN
Journal Article
: a human identification method based on adaptive particle swarm optimization and the bidirectional LSTM
Yefei Zhang, Zhidong Zhao, Yanjun Deng, Xiaohong Zhang, Yu Zhang,zhangyf@hdu.edu.cn,zhaozd@hdu.edu.cn,yanjund@hdu.edu.cn,xhzhang@hdu.edu.cn,zy2009@hdu.edu.cn
Journal Article
Dynamic time prediction for electric vehicle charging based on charging pattern recognition
Chunxi LI, Yingying FU, Xiangke CUI, Quanbo GE
Journal Article
LDformer: a parallel neural network model for long-term power forecasting
田冉,李新梅,马忠彧,刘颜星,王晶霞,王楚
Journal Article
Enhanced LSTM Model for Daily Runoff Prediction in the Upper Huai River Basin, China
Yuanyuan Man, Qinli Yang, Junming Shao, Guoqing Wang, Linlong Bai, Yunhong Xue
Journal Article
Dong Chaoyang: Interpretable Memristive-LSTM Networks for Probabilistic Power System Forecasting (2022
7 Jul 2022
Conference Videos
Exploring nonlinear spatiotemporal effects for personalized next point-of-interest recommendation
孙曦,吕志民
Journal Article
A multi-sensor relation model for recognizing and localizing faults of machines based on network analysis
Journal Article
Multiscale computation on feedforward neural network and recurrent neural network
Bin LI, Xiaoying ZHUANG
Journal Article
Deep convolutional tree-inspired network: a decision-tree-structured neural network for hierarchical
Journal Article