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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:10/0  |  Submit date:2018/10/30
Swarm intelligence algorithms  Dynamic multi-objective  Big highly imbalanced dataset  Binary classification  Rebalancing algorithm  
Trend following in financial time series with multi-objective optimization Journal article
APPLIED SOFT COMPUTING, 2018,Volume: 66,Page: 149-167
Authors:  Jingyuan Liu;  Yain-Whar Si;  Defu Zhang;  Ligang Zhou
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Financial Time Series  Technical Analysis  Trend Following  Particle Swarm Optimization  Simulated Annealing  
A hybrid swarm algorithm based on ABC and AIS for 2L-HFCVRP Journal article
APPLIED SOFT COMPUTING, 2018,Volume: 64,Page: 468-479
Authors:  Defu Zhang;  Ruibing Dong;  Yain-Whar Si;  Furong Ye;  Qisen Cai
Favorite  |  View/Download:9/0  |  Submit date:2018/10/30
Vehicle Routing Problem  Artificial Bee Colony  Artificial Immune System  Packing Problem  
Cascaded re-ranking modelling of translation hypotheses using extreme learning machines Journal article
APPLIED SOFT COMPUTING, 2017,Volume: 58,Page: 681-689
Authors:  Vong, Chi Man;  Liu, Yan;  Cao, Jiuwen;  Yin, Chun
Favorite  |  View/Download:8/0  |  Submit date:2018/10/30
Cascaded Re-ranking Modelling  Extreme Learning Machine  Statistical Machine Translation  
Adaptive neuro fuzzy inference system for chart pattern matching in financial time series Journal article
APPLIED SOFT COMPUTING, 2017,Volume: 57,Page: 1-18
Authors:  Yuqing Wan;  Yain-Whar Si
Favorite  |  View/Download:16/0  |  Submit date:2018/10/30
Chart Patterns  Financial Time Series  Pattern Matching  Adaptive Neuro Fuzzy Inference System  
Dempster-Shafer structure based fuzzy logic system for stochastic modeling Journal article
APPLIED SOFT COMPUTING, 2017,Volume: 56,Page: 134-142
Authors:  Li, Han-Xiong;  Wang, Yan;  Chen, C. L. Philip
Favorite  |  View/Download:7/0  |  Submit date:2018/10/30
Fuzzy logic system  Dempster-Shafer theory  Stochastic uncertainty