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Deep learning model for solar and wind energy forecasting considering Northwest China as an example Journal article
Li, Pengyu, Yang, Huiyu, Wu, Han, Wang, Yujia, Su, Hao, Zheng, Tianlong, Zhu, Fang, Zhang, Guangtao, Han, Yu. Deep learning model for solar and wind energy forecasting considering Northwest China as an example[J]. Results in Engineering, 2024, 24, 102939.
Authors:  Li, Pengyu;  Yang, Huiyu;  Wu, Han;  Wang, Yujia;  Su, Hao; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:6.0/5.6 | Submit date：2024/10/10
Attention-based Spatial-temporal Graph Neural Network  Deep Learning  Long Short-term Memory  Solar Energy  Wind Energy  
FedCBE: A federated-learning-based collaborative battery estimation system with non-IID data Journal article
Lai, Rucong, Wang, Jie, Tian, Yong, Tian, Jindong. FedCBE: A federated-learning-based collaborative battery estimation system with non-IID data[J]. Applied Energy, 2024, 368, 123534.
Authors:  Lai, Rucong;  Wang, Jie;  Tian, Yong;  Tian, Jindong
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:10.1/10.4 | Submit date：2024/06/05
Federated Learning  Lithium-ion Battery  Long Short-term Memory  State-of-charge Estimation  
Anomaly Location and Recovery for SINS/DVL/PS Integrated Navigation System via Transfer Learning-Based Dual-LSTM Network Journal article
Zhao, Yuxin, Chen, Yang, Chen, Liheng, Ben, Yueyang, Yao, Weiran. Anomaly Location and Recovery for SINS/DVL/PS Integrated Navigation System via Transfer Learning-Based Dual-LSTM Network[J]. IEEE Sensors Journal, 2024, 24(7), 11783-11795.
Authors:  Zhao, Yuxin;  Chen, Yang;  Chen, Liheng;  Ben, Yueyang;  Yao, Weiran
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:4.3/4.2 | Submit date：2024/05/02
AnomAly Location (Al)  Fault-tolerant Navigation  Integrated Navigation System  Long Short-term Memory (Lstm) Network  Vehicle Navigation  
Robust testing for explosive behavior with strongly dependent errors Journal article
Lui, Yiu Lim, Phillips, Peter C.B., Yu, Jun. Robust testing for explosive behavior with strongly dependent errors[J]. Journal of Econometrics, 2024, 238(2), 105626.
Authors:  Lui, Yiu Lim;  Phillips, Peter C.B.;  Yu, Jun
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:9.9/6.7 | Submit date：2024/02/22
Explosiveness  Har Test  Long Memory  s&p 500  Unit Root Test  
Fractional stochastic volatility model Journal article
Shi, Shuping, Liu, Xiaobin, Yu, Jun. Fractional stochastic volatility model[J]. Journal of Time Series Analysis, 2024.
Authors:  Shi, Shuping;  Liu, Xiaobin;  Yu, Jun
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:1.2/1.4 | Submit date：2024/06/03
Fractional Brownian Motion  Long Memory  Rough Volatility  Spectral Density  Stochastic Volatility  Variance–covariance Matrix  
Group Multi-View Transformer for 3D Shape Analysis with Spatial Encoding Journal article
Xu, Lixiang, Cui, Qingzhe, Hong, Richang, Xu, Wei, Chen, Enhong, Yuan, Xin, Li, Chenglong, Tang, Yuanyan. Group Multi-View Transformer for 3D Shape Analysis with Spatial Encoding[J]. IEEE Transactions on Multimedia, 2024, 1-14.
Authors:  Xu, Lixiang;  Cui, Qingzhe;  Hong, Richang;  Xu, Wei;  Chen, Enhong; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:8.4/8.0 | Submit date：2024/05/16
3d Object Recognition  3d Position Embedding  Aggregates  Computational Modeling  Feature Extraction  Knowledge Distillation  Long Short Term Memory  Multi-view Vit  Shape  Solid Modeling  Three-dimensional Displays  View Grouping  
Long short-term memory network-based wastewater quality prediction model with sparrow search algorithm Journal article
Li,Guobin, Cui,Qingzhe, Wei,Shengnan, Wang,Xiaofeng, Xu,Lixiang, He,Lixin, Kwong,Timothy C.H., Tang,Yuanyan. Long short-term memory network-based wastewater quality prediction model with sparrow search algorithm[J]. International Journal of Wavelets, Multiresolution and Information Processing, 2023, 21(6), 2350019 (2023).
Authors:  Li,Guobin;  Cui,Qingzhe;  Wei,Shengnan;  Wang,Xiaofeng;  Xu,Lixiang; et al.
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:0.9/1.1 | Submit date：2023/08/03
Attention Mechanism  Long Short-term Memory Networks  Principal Component Analysis  Sparrows Search Algorithm  Water Quality Prediction  
State-of-charge estimation for lithium-ion batteries based on attentional sequence-to-sequence architecture Journal article
Yong Tian, Rucong Lai, Xiaoyu Li, Jindong Tian. State-of-charge estimation for lithium-ion batteries based on attentional sequence-to-sequence architecture[J]. Journal of Energy Storage, 2023, 62, 106836.
Authors:  Yong Tian;  Rucong Lai;  Xiaoyu Li;  Jindong Tian
Favorite | TC[WOS]:15 TC[Scopus]:18  IF:8.9/9.0 | Submit date：2023/02/28
State Of Charge  Long Short-term Memory Network  Attention Mechanism  Lithium-ion Batteries  Sequence To Sequence  
Deep Heuristic Evolutionary Regression Model Based on the Fusion of BiGRU and BiLSTM Journal article
Xu,Lixiang, Xu,Wei, Cui,Qingzhe, Li,Mengying, Luo,Bin, Tang,Yuanyan. Deep Heuristic Evolutionary Regression Model Based on the Fusion of BiGRU and BiLSTM[J]. Cognitive Computation, 2023, 15(5), 1672-1686.
Authors:  Xu,Lixiang;  Xu,Wei;  Cui,Qingzhe;  Li,Mengying;  Luo,Bin; et al.
Favorite | TC[WOS]:1 TC[Scopus]:4  IF:4.3/4.0 | Submit date：2023/08/03
Cognitive Computing  Gated Recurrent Neural Network  Group Method Of Data Handling  Long Short-term Memory  Stock Prediction  
Are customer reviews just reviews? Hotel forecasting using sentiment analysis Journal article
Wu, Doris Chenguang, Zhong, Shiteng, Qiu, Richard T.R., Wu, Ji. Are customer reviews just reviews? Hotel forecasting using sentiment analysis[J]. Tourism Economics, 2022, 28(3), 795–816.
Authors:  Wu, Doris Chenguang;  Zhong, Shiteng;  Qiu, Richard T.R.;  Wu, Ji
Favorite | TC[WOS]:23 TC[Scopus]:26  IF:3.6/4.4 | Submit date：2022/05/13
Big Data  Hotel Demand Forecasting  Long Short-term Memory Model  Online Review  Sentiment Indices