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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  
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  
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  
Analyzing students’ performance in computerized formative assessments to optimize teachers’ test administration decisions using deep learning frameworks Journal article
Shin, Jinnie, Chen, Fu, Lu, Chang, Bulut, Okan. Analyzing students’ performance in computerized formative assessments to optimize teachers’ test administration decisions using deep learning frameworks[J]. Journal of Computers in Education, 2021, 9(1), 71-91.
Authors:  Shin, Jinnie;  Chen, Fu;  Lu, Chang;  Bulut, Okan
Favorite | TC[WOS]:15 TC[Scopus]:21  IF:4.3/4.8 | Submit date：2022/03/28
Computerized Formative Assessment  Long Short-term Memory Network  Progress Monitoring  Time Series Clustering  
MIVCN: Multimodal interaction video captioning network based on semantic association graph Journal article
Wang, Ying, Huang, Guoheng, Yuming, Lin, Yuan, Haoliang, Pun, Chi Man, Ling, Wing Kuen, Cheng, Lianglun. MIVCN: Multimodal interaction video captioning network based on semantic association graph[J]. APPLIED INTELLIGENCE, 2021, 52(5), 5241-5260.
Authors:  Wang, Ying;  Huang, Guoheng;  Yuming, Lin;  Yuan, Haoliang;  Pun, Chi Man; et al.
Favorite | TC[WOS]:2 TC[Scopus]:3  IF:3.4/3.9 | Submit date：2022/03/28
Attention Mechanism  Gated Recurrent Unit  Graph Convolutional Network  Long-short Term Memory  Multimodal Fusion  Video Captioning  
Kestrel-Based Search Algorithm (KSA) for parameter tuning unto Long Short Term Memory (LSTM) Network for feature selection in classification of high-dimensional bioinformatics datasets Conference paper
Israel Edem Agbehadji, Richard Millham, Simon James Fong, Hongji Yang. Kestrel-Based Search Algorithm (KSA) for parameter tuning unto Long Short Term Memory (LSTM) Network for feature selection in classification of high-dimensional bioinformatics datasets[C]:IEEE, 345 E 47TH ST, NEW YORK, NY 10017 USA, 2018, 15-20.
Authors:  Israel Edem Agbehadji;  Richard Millham;  Simon James Fong;  Hongji Yang
Favorite | TC[WOS]:12 TC[Scopus]:19 | Submit date：2019/02/13
Kestrel-based Search Algorithm  Deep Learning  Random Encircling  Long Short Term Memory Network