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Faculties & Institutes
Faculty of Scie... [11]
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FONG SIMON JAMES [6]
CHEN LONG [4]
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Journal article [11]
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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]:
6
TC[Scopus]:
7
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
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
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