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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:31/0 | TC[WOS]:1 TC[Scopus]:1 | 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
Favorite | View/Download:268/0 | TC[WOS]:1 TC[Scopus]:2 | Submit date:2018/10/30
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:30/0 | TC[WOS]:5 TC[Scopus]:7 | 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:27/0 | TC[WOS]:1 TC[Scopus]:2 | 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:30/0 | TC[WOS]:13 TC[Scopus]:15 | 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 Journal, 2017,Volume: 56,Page: 134-142
Authors:  Li H.-X.;  Wang Y.;  Chen C.L.P.
Favorite | View/Download:5/0 | TC[WOS]:8 TC[Scopus]:10 | Submit date:2019/02/11
Dempster–Shafer theory  Fuzzy logic system  Stochastic uncertainty  
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:23/0 | TC[WOS]:8 TC[Scopus]:10 | Submit date:2018/10/30
Fuzzy logic system  Dempster-Shafer theory  Stochastic uncertainty  
Effect of segmentation on financial time series pattern matching Journal article
Applied Soft Computing, 2016,Volume: 38,Page: 346
Authors:  Yuqing Wan;  Xueyuan Gong;  Yain-Whar Si
Favorite | View/Download:10/0 | TC[WOS]:14 TC[Scopus]:20 | Submit date:2018/10/30
Financial Time Series  Head-and-shoulders  Pattern Matching  Segmentation  Technical Pattern  
A SVM controller for the stable walking of biped robots based on small sample sizes Journal article
Applied Soft Computing Journal, 2016,Volume: 38,Page: 738-753
Authors:  Liu Z.;  Wang L.;  Zhang Y.;  Chen C.L.P.
Favorite | View/Download:11/0 | TC[WOS]:8 TC[Scopus]:20 | Submit date:2019/02/11
Biped robots  Gait  Learning control  Small sample sizes  SVM  
Simultaneous-fault detection based on qualitative symptom descriptions for automotive engine diagnosis Journal article
Applied Soft Computing Journal, 2014,Volume: 22,Page: 238-248
Authors:  Vong C.M.;  Wong P.K.;  Wong K.I.
Favorite | View/Download:12/0 | TC[WOS]:19 TC[Scopus]:23 | Submit date:2019/02/13
Automotive Engine Diagnosis  Decision Threshold Optimization  Fuzzy Logic  Probabilistic Classification  Simultaneous-fault Diagnosis