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A suite of swarm dynamic multi-objective algorithms for rebalancing extremely imbalanced datasets Journal article
APPLIED SOFT COMPUTING, 2018,Volume: 69,Page: 784-805
Authors:  Li, Jinyan;  Fong, Simon;  Wong, Raymond K.;  Mohammed, Sabah;  Fiaidhi, Jinan;  Sung, Yunsick
Favorite  |  View/Download:12/0  |  Submit date:2018/10/30
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
PLOS ONE, 2017,Volume: 12,Issue: 7
Authors:  Li, Jinyan;  Liu, Lian-Sheng;  Fong, Simon;  Wong, Raymond K.;  Mohammed, Sabah;  Fiaidhi, Jinan;  Sung, Yunsick;  Wong, Kelvin K. L.
Favorite  |  View/Download:8/0  |  Submit date:2018/10/30
Predicting the next turn at road junction from big traffic data Journal article
JOURNAL OF SUPERCOMPUTING, 2017,Volume: 73,Issue: 7,Page: 3128-3148
Authors:  Zhuang, Yan;  Fong, Simon;  Yuan, Meng;  Sung, Yunsick;  Cho, Kyungeun;  Wong, Raymond K.
Favorite  |  View/Download:7/0  |  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
JOURNAL OF SUPERCOMPUTING, 2017,Volume: 73,Issue: 7,Page: 3112-3127
Authors:  Zhuang, Yan;  Fong, Simon;  Yuan, Meng;  Sung, Yunsick;  Cho, Kyungeun;  Wong, Raymond K.
Favorite  |  View/Download:7/0  |  Submit date:2018/10/30
Sequence mining  Next location prediction  Foursquare  
Human-Robot Interaction Learning Using Demonstration-Based Learning and Q-Learning in a Pervasive Sensing Environment Journal article
International Journal of Distributed Sensor Networks, 2013,Volume: 2013
Authors:  Yunsick Sung;  Seoungjae Cho;  Kyhyun Um;  Young-Sik Jeong;  Simon Fong;  Kyungeun Cho
Favorite  |  View/Download:2/0  |  Submit date:2019/02/13