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Hyperspectral Image Transformer Classification Networks Journal article
IEEE Transactions on Geoscience and Remote Sensing, 2022
Authors:  Yang, Xiaofei;  Cao, Weijia;  Lu, Yao;  Zhou, Yicong
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/17
3d Convolution Projection  Convolution  Convolution Neural Network  Data Mining  Feature Extraction  Hyperspectral Image Classification  Hyperspectral Imaging  Task Analysis  Three-dimensional Displays  Transformers  Transformers  
Multi-step Coupled Graph Convolution with Temporal-Attention for Traffic Flow Prediction Journal article
IEEE Access, 2022
Authors:  Huang, Xiaohui;  Ye, Yuming;  Yang, Xiaofei;  Xiong, Liyan
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Convolution  Data Mining  Data Models  Feature Extraction  Graph Convolutional Network  Mathematical Models  Multi-step Attention  Predictive Models  Roads  Traffic Flow Prediction  
Implicit and Explicit Feature Purification for Age-Invariant Facial Representation Learning Journal article
IEEE Transactions on Information Forensics and Security, 2022,Volume: 17,Page: 399-412
Authors:  Xie, Jiu Cheng;  Pun, Chi Man;  Lam, Kin Man
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2022/05/17
Data Mining  Face Recognition  Facial Features  Feature Extraction  Purification  Task Analysis  Training  
RPT: Toward Transferable Model on Heterogeneous Researcher Data via Pre-Training Journal article
IEEE Transactions on Big Data, 2022
Authors:  Qiao, Ziyue;  Fu, Yanjie;  Wang, Pengyang;  Xiao, Meng;  Ning, Zhiyuan;  Du, Yi;  Zhou, Yuanchun
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Computational Modeling  Contrastive Learning  Data Mining  Data Models  Graph Representation Learning  Pre-training  Predictive Models  Semantics  Task Analysis  Transformer  Transformers  
Class Shared Dictionary Learning for Few-Shot Remote Sensing Scene Classification Journal article
IEEE Geoscience and Remote Sensing Letters, 2022
Authors:  Xing, Lei;  Zhao, Lifei;  Cao, Weijia;  Ge, Xinmin;  Liu, Weifeng;  Liu, Baodi
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/08/05
Data mining  Dictionaries  Dictionary Learning  Feature extraction  Few-shot learning  Image analysis  Remote sensing  Remote sensing scene classification  Task analysis  Training  
Using data mining to explore factors that distinguish between students with high and low mathematical literacy performance – an example with socio-economically disadvantaged and advantaged students in Journal article
Chinese/English Journal of Educational Measurement and Evaluation, 2021,Volume: 2,Issue: 4,Page: 1-14
Authors:  Sou, Wa Kit;  Cheung, Kwok Cheung;  Ieong, Man Kai;  Mak, Soi Kei
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/07/18
Pisa  Classification And Regression Trees  Socioeconomic Status  Mathematical Literacy  Data Mining  
A Graph Mining Approach for Ranking and Discovering the Interesting Frequent Subgraph Patterns Journal article
International Journal of Computational Intelligence Systems, 2021,Volume: 14,Issue: 1
Authors:  Ur Rehman, Saif;  Liu, Kexing;  Ali, Tariq;  Nawaz, Asif;  Fong, Simon James
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Frequent Subgraph Patterns  Graph Data  Graph Mining  Ranking  Social Network  Transactional Graphs  
An Adaptive Ensemble Data Driven Approach for Nonparametric Probabilistic Forecasting of Electricity Load Journal article
IEEE Transactions on Smart Grid, 2021,Volume: 12,Issue: 6,Page: 5396-5408
Authors:  Wan, Can;  Cao, Zhaojing;  Lee, Wei Jen;  Song, Yonghua;  Ju, Ping
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Data Mining  Information Entropy  Load Forecasting  Probabilistic Forecasting  Uncertainty  Weighted Resample  
Novel Fast Networking Approaches Mining Underlying Structures from Investment Big Data Journal article
IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2021,Volume: 51,Issue: 10,Page: 6319-6329
Authors:  Yang, Liping;  Yang, Yu;  Mgaya, Gervas Batister;  Zhang, Bo;  Chen, Long;  Liu, Hongbo
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Investment Big Data  Investment Network  Pedigree Classification  Structure Mining  
Discriminable multi-label attribute selection for pre-course student performance prediction Journal article
Entropy, 2021,Volume: 23,Issue: 10
Authors:  Yang, Jie;  Hu, Shimin;  Wang, Qichao;  Fong, Simon
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Academic Early Warning System  Attribute Selection  Educational Data Mining  Multi-label Learning  Student Performance Prediction