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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  
Neighbor Distribution Learning for Minority Class Augmentation Journal article
Zhou, Mengting, Gong, Zhiguo. Neighbor Distribution Learning for Minority Class Augmentation[J]. IEEE Transactions on Knowledge and Data Engineering, 2024, 36(12), 8901-8913.
Authors:  Zhou, Mengting;  Gong, Zhiguo
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:8.9/8.8 | Submit date：2024/09/03
Training  Topology  Graph Neural Networks  Data Models  Accuracy  Task Analysis  Image Color Analysis  Class-imbalanced Learning  Data Mining  Node Classification  
Tide level prediction during typhoons based on variable topology in graph convolution recurrent neural networks Journal article
Shi, Xianwu, Chen, Peng, Ye, Zuchao, Zhang, Xinlong, Wang, Weiping. Tide level prediction during typhoons based on variable topology in graph convolution recurrent neural networks[J]. Ocean Engineering, 2024, 312, 119228.
Authors:  Shi, Xianwu;  Chen, Peng;  Ye, Zuchao;  Zhang, Xinlong;  Wang, Weiping
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:4.6/4.8 | Submit date：2024/10/10
Graph Convolutional Recurrent Network  Network Topology  Regional Multi-station Forecast  Tide Level Prediction  
Billion-scale pre-trained knowledge graph model for conversational chatbot Journal article
Wong, Chi Man, Feng, Fan, Zhang, Wen, Chen, Huajun, Vong, Chi Man, Chen, Chuangquan. Billion-scale pre-trained knowledge graph model for conversational chatbot[J]. Neurocomputing, 2024, 606, 128353.
Authors:  Wong, Chi Man;  Feng, Fan;  Zhang, Wen;  Chen, Huajun;  Vong, Chi Man; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:5.5/5.5 | Submit date：2024/09/03
Click-through-rate  Conversational Chatbot  Entity Representation  Knowledge Graph  
Temporal Graph Multi-Aspect Embeddings Journal article
Sun, Aimin, Gong, Zhiguo. Temporal Graph Multi-Aspect Embeddings[J]. IEEE Transactions on Knowledge and Data Engineering, 2024, 36(11), 7102-7114.
Authors:  Sun, Aimin;  Gong, Zhiguo
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:8.9/8.8 | Submit date：2024/06/05
Graph Embedding  Temporal Graph  Multi-aspect  Hierarchical Dirichlet Process  
Selective multiple kernel fuzzy clustering with locality preserved ensemble Journal article
Zhang, Chuanbin, Chen, Long, Yu, Yu Feng, Zhao, Yin Ping, Shi, Zhaoyin, Wang, Yingxu, Bai, Weihua. Selective multiple kernel fuzzy clustering with locality preserved ensemble[J]. Knowledge-Based Systems, 2024, 301, 112327.
Authors:  Zhang, Chuanbin;  Chen, Long;  Yu, Yu Feng;  Zhao, Yin Ping;  Shi, Zhaoyin; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:7.2/7.4 | Submit date：2024/09/03
Clustering Ensemble  Feature Fusion  Graph  Multi-objective Optimization  Multiple Kernel Fuzzy Clustering  
From Cluster Assumption to Graph Convolution: Graph-Based Semi-Supervised Learning Revisited Journal article
Wang, Zheng, Ding, Hongming, Pan, Li, Li, Jianhua, Gong, Zhiguo, Yu, Philip S.. From Cluster Assumption to Graph Convolution: Graph-Based Semi-Supervised Learning Revisited[J]. IEEE Transactions on Neural Networks and Learning Systems, 2024.
Authors:  Wang, Zheng;  Ding, Hongming;  Pan, Li;  Li, Jianhua;  Gong, Zhiguo; et al.
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:10.2/10.4 | Submit date：2024/11/05
Data Mining  Graph Convolutional Neural Networks  Graph-based Semi-supervised Learning (Gssl)  
CGraphNet: Contrastive Graph Context Prediction for Sparse Unlabeled Short Text Representation Learning on Social Media Journal article
Chen, Junyang, Guo, Jingcai, Li, Xueliang, Wang, Huan, Xu, Zhenghua, Gong, Zhiguo, Zhang, Liangjie, Leung, Victor C.M.. CGraphNet: Contrastive Graph Context Prediction for Sparse Unlabeled Short Text Representation Learning on Social Media[J]. IEEE Transactions on Computational Social Systems, 2024.
Authors:  Chen, Junyang;  Guo, Jingcai;  Li, Xueliang;  Wang, Huan;  Xu, Zhenghua; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:4.5/4.6 | Submit date：2024/11/05
Contrastive Graph Context Prediction  Sequential Learning  Social Media Short Text Representation Learning  Sparsity Problem  Text Mining  
Multi-kernel partial label learning using graph contrast disambiguation Journal article
Li, Hongyan, Wan, Zhonglin, Vong, Chi Man. Multi-kernel partial label learning using graph contrast disambiguation[J]. Applied Intelligence, 2024, 54(20), 9760-9782.
Authors:  Li, Hongyan;  Wan, Zhonglin;  Vong, Chi Man
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:3.4/3.9 | Submit date：2024/08/05
Dispersion Graph  Multi-kernel Learning  Partial Label Learning  
Module-based graph pooling for graph classification Journal article
Deng, Sucheng, Yang, Geping, Yang, Yiyang, Gong, Zhiguo, Chen, Can, Chen, Xiang, Hao, Zhifeng. Module-based graph pooling for graph classification[J]. Pattern Recognition, 2024, 154, 110606.
Authors:  Deng, Sucheng;  Yang, Geping;  Yang, Yiyang;  Gong, Zhiguo;  Chen, Can; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:7.5/7.6 | Submit date：2024/06/05
Graph Classification  Graph Neural Network  Graph Pooling