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A 3D Object Recognition Method From LiDAR Point Cloud Based on USAE-BLS Journal article
Yifei Tian, Wei Song, Long Chen, Simon Fong, Yunsick Sung, Jeonghoon Kwak. A 3D Object Recognition Method From LiDAR Point Cloud Based on USAE-BLS[J]. IEEE Transactions on Intelligent Transportation Systems, 2022, 23(9), 15267-15277.
Authors:  Yifei Tian;  Wei Song;  Long Chen;  Simon Fong;  Yunsick Sung; et al.
Favorite | TC[WOS]:6 TC[Scopus]:5  IF:7.9/8.3 | Submit date：2022/05/17
3d Object Recognition  Broad Learning System  Feature Extraction  Unified Space Autoencoder.  Lidar Point Cloud  
Dgcb-net: Dynamic graph convolutional broad network for 3d object recognition in point cloud Journal article
Tian,Yifei, Chen,Long, Song,Wei, Sung,Yunsick, Woo,Sangchul. Dgcb-net: Dynamic graph convolutional broad network for 3d object recognition in point cloud[J]. Remote Sensing, 2021, 13(1), 1-20.
Authors:  Tian,Yifei;  Chen,Long;  Song,Wei;  Sung,Yunsick;  Woo,Sangchul
Favorite | TC[WOS]:9 TC[Scopus]:10  IF:4.2/4.9 | Submit date：2021/03/09
3d Object Recognition  Broad Learning System  Dynamic Graph Convolution  Point Cloud Analysis  
VB-Net: Voxel-based broad learning network for 3D object classification Journal article
Liu, Zishu, Song, Wei, Tian, Yifei, Ji, Sumi, Sung, Yunsick, Wen, Long, Zhang, Tao, Song, Liangliang, Gozho, Amanda. VB-Net: Voxel-based broad learning network for 3D object classification[J]. Applied Sciences (Switzerland), 2020, 10(19), 6735.
Authors:  Liu, Zishu;  Song, Wei;  Tian, Yifei;  Ji, Sumi;  Sung, Yunsick; et al.
Favorite | TC[WOS]:17 TC[Scopus]:22  IF:2.5/2.7 | Submit date：2021/12/06
3d Object Classification  Broad Learning System  Point Cloud  
A fast spatial clustering method for sparse lidar point clouds using GPU programming Journal article
Tian,Yifei, Song,Wei, Chen,Long, Sung,Yunsick, Kwak,Jeonghoon, Sun,Su. A fast spatial clustering method for sparse lidar point clouds using GPU programming[J]. Sensors (Switzerland), 2020, 20(8), 2309.
Authors:  Tian,Yifei;  Song,Wei;  Chen,Long;  Sung,Yunsick;  Kwak,Jeonghoon; et al.
Favorite | TC[WOS]:7 TC[Scopus]:8  IF:3.4/3.7 | Submit date：2021/03/09
3d Spatial Clustering  Connected Component Labeling  Gpu Programming  Lidar  
Fast planar detection system using a GPU-based 3D Hough transform for LiDAR point clouds Journal article
Tian,Yifei, Song,Wei, Chen,Long, Sung,Yunsick, Kwak,Jeonghoon, Sun,Su. Fast planar detection system using a GPU-based 3D Hough transform for LiDAR point clouds[J]. Applied Sciences (Switzerland), 2020, 10(5), 1744.
Authors:  Tian,Yifei;  Song,Wei;  Chen,Long;  Sung,Yunsick;  Kwak,Jeonghoon; et al.
Favorite | TC[WOS]:14 TC[Scopus]:17  IF:2.5/2.7 | Submit date：2021/03/09
3d Hough Transform  Lidar Point Clouds  Parallel Computing  Plane Extraction  
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  
Adaptive Swarm Balancing Algorithms for rare-event prediction in imbalanced healthcare data Journal article
Jinyan Li, Lian-sheng Liu, Simon Fong, Raymond K. Wong, Sabah Mohammed, Jinan Fiaidhi, Yunsick Sung, Kelvin K. L. Wong. Adaptive Swarm Balancing Algorithms for rare-event prediction in imbalanced healthcare data[J]. PLOS ONE, 2017, 12(7).
Authors:  Jinyan Li;  Lian-sheng Liu;  Simon Fong;  Raymond K. Wong;  Sabah Mohammed; et al.
Favorite | TC[WOS]:37 TC[Scopus]:46  IF:2.9/3.3 | Submit date：2018/10/30
Predicting the next turn at road junction from big traffic data Journal article
Yan Zhuang, Simon Fong, Meng Yuan, Yunsick Sung, Kyungeun Cho, Raymond K. Wong. Predicting the next turn at road junction from big traffic data[J]. JOURNAL OF SUPERCOMPUTING, 2017, 73(7), 3128-3148.
Authors:  Yan Zhuang;  Simon Fong;  Meng Yuan;  Yunsick Sung;  Kyungeun Cho; et al.
Favorite | TC[WOS]:4 TC[Scopus]:6  IF:2.5/2.4 | Submit date：2018/10/30
Location Prediction  Trajectory Mining  Gps Trajectory Analysis  
Location-based big data analytics for guessing the next Foursquare check-ins Journal article
Yan Zhuang, Simon Fong, Meng Yuan, Yunsick Sung, Kyungeun Cho, Raymond K. Wong. Location-based big data analytics for guessing the next Foursquare check-ins[J]. JOURNAL OF SUPERCOMPUTING, 2016, 73(7), 3112-3127.
Authors:  Yan Zhuang;  Simon Fong;  Meng Yuan;  Yunsick Sung;  Kyungeun Cho; et al.
Favorite | TC[WOS]:7 TC[Scopus]:10  IF:2.5/2.4 | Submit date：2018/10/30
Sequence Mining  Next Location Prediction  Foursquare  
Adaptive swarm cluster-based dynamic multi-objective synthetic minority oversampling technique algorithm for tackling binary imbalanced datasets in biomedical data classification Journal article
Jinyan Li, Simon Fong, Yunsick Sung, Kyungeun Cho, Raymond Wong, Kelvin K. L. Wong. Adaptive swarm cluster-based dynamic multi-objective synthetic minority oversampling technique algorithm for tackling binary imbalanced datasets in biomedical data classification[J]. BioData Mining, 2016, 9(1).
Authors:  Jinyan Li;  Simon Fong;  Yunsick Sung;  Kyungeun Cho;  Raymond Wong; et al.
Favorite | TC[WOS]:23 TC[Scopus]:31  IF:4.0/3.7 | Submit date：2018/10/30
Imbalanced Dataset  Swarm Optimisation  Under-sampling  Smote  Dynamic Multi-objective  Classification  Biomedical Data