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FlightBERT: Binary Encoding Representation for Flight Trajectory Prediction Journal article
Dongyue Guo, Edmond Q. Wu, Yuankai Wu, Jianwei Zhang, Rob Law, Yi Lin. FlightBERT: Binary Encoding Representation for Flight Trajectory Prediction[J]. IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2022, 24(2), 1828-1842.
Authors:  Dongyue Guo;  Edmond Q. Wu;  Yuankai Wu;  Jianwei Zhang;  Rob Law; et al.
Favorite | TC[WOS]:20 TC[Scopus]:29  IF:7.9/8.3 | Submit date：2023/01/30
Attribute Correlation Attention  Binary Encoding Representation  Flight Trajectory Prediction  Multi Binary Classification  Transformer  
A binary PSO-based ensemble under-sampling model for rebalancing imbalanced training data Journal article
Jinyan Li, Yaoyang Wu, Simon Fong, Antonio J. Tallón‑Ballesteros, Xin‑she Yang, Sabah Mohammed, Feng Wu. A binary PSO-based ensemble under-sampling model for rebalancing imbalanced training data[J]. Journal of Supercomputing, 2022, 78(5), 7428-7463.
Authors:  Jinyan Li;  Yaoyang Wu;  Simon Fong;  Antonio J. Tallón‑Ballesteros;  Xin‑she Yang; et al.
Favorite | TC[WOS]:20 TC[Scopus]:23  IF:2.5/2.4 | Submit date：2022/05/04
Binary Pso  Ensemble  Imbalanced Classification  Integrity  Multi-objective  Under-sampling  
Hyperspectral Image Classification Via Spectral-Spatial Random Patches Network Journal article
Cheng, Chunbo, Li, Hong, Peng, Jiangtao, Cui, Wenjing, Zhang, Liming. Hyperspectral Image Classification Via Spectral-Spatial Random Patches Network[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2021, 14, 4753-4764.
Authors:  Cheng, Chunbo;  Li, Hong;  Peng, Jiangtao;  Cui, Wenjing;  Zhang, Liming
Favorite | TC[WOS]:20 TC[Scopus]:23  IF:4.7/5.0 | Submit date：2022/05/13
Deep Learning  Hyperspectral Image Classification  Local Binary Pattern  Random Patches Network  
Incremental Weighted Ensemble Broad Learning System For Imbalanced Data Journal article
Yang, Kaixiang, Yu, Zhiwen, Chen, C. L.P., Cao, Wenming, You, Jane J., Wong, Hau San. Incremental Weighted Ensemble Broad Learning System For Imbalanced Data[J]. IEEE Transactions on Knowledge and Data Engineering, 2021.
Authors:  Yang, Kaixiang;  Yu, Zhiwen;  Chen, C. L.P.;  Cao, Wenming;  You, Jane J.; et al.
Favorite | TC[WOS]:62 TC[Scopus]:73  IF:8.9/8.8 | Submit date：2022/05/13
Adaptive Systems  Bagging  Binary Classification  Boosting  Broad Learning System  Imbalance Learning  Incremental Ensemble Learning  Learning Systems  Neural Networks  Sampling Methods  Training  
An LBP encoding scheme jointly using quaternionic representation and angular information Journal article
Lan, Rushi, Lu, Huimin, Zhou, Yicong, Liu, Zhenbing, Luo, Xiaonan. An LBP encoding scheme jointly using quaternionic representation and angular information[J]. Neural Computing and Applications, 2020, 32(9), 4317-4323.
Authors:  Lan, Rushi;  Lu, Huimin;  Zhou, Yicong;  Liu, Zhenbing;  Luo, Xiaonan
Favorite | TC[WOS]:24 TC[Scopus]:22  IF:4.5/4.7 | Submit date：2021/12/06
Quaternionic Representation (Qr)  Local Binary Pattern (Lbp)  Quaternionic Angular Information  Image Classification  
A suite of swarm dynamic multi-objective algorithms for rebalancing extremely imbalanced datasets Journal article
Jinyan Li, Simon Fong, Raymond K. Wong, Sabah Mohammed, Jinan Fiaidhi, Yunsick Sung. A suite of swarm dynamic multi-objective algorithms for rebalancing extremely imbalanced datasets[J]. Applied Soft Computing, 2017, 69, 784-805.
Authors:  Jinyan Li;  Simon Fong;  Raymond K. Wong;  Sabah Mohammed;  Jinan Fiaidhi; et al.
Favorite | TC[WOS]:4 TC[Scopus]:4  IF:7.2/7.0 | Submit date：2021/03/09
Swarm Intelligence Algorithms  Dynamic Multi-objective  Big Highly Imbalanced Dataset  Binary Classification  Rebalancing Algorithm