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| On recognizing abnormal human behaviours by data stream mining with misclassified recalls Conference paper
26th International World Wide Web Conference 2017, WWW 2017 Companion
Authors: Fong S.; Hu S.; Song W.; Cho K.; Wong R.K.; Mohammed S.
  Favorite | View/Download：10/0 | TC[WOS]:0 TC[Scopus]:3 | Submit date：2019/02/13
Classification Data stream mining Human activity recognition |
| Similarity majority under-sampling technique for easing imbalanced classification problem Conference paper
Communications in Computer and Information Science
Authors: Li J.; Fong S.; Hu S.; Wong R.K.; Mohammed S.
Favorite | View/Download：6/0 | TC[WOS]:0 TC[Scopus]:1 | Submit date：2019/02/13
Imbalanced classification Similarity measure SMUTE Under-sampling |
| Cross entropy method based hybridization of dynamic group optimization algorithm Journal article
Entropy, 2017,Volume: 19,Issue: 10
Authors: Tang R.; Fong S.; Dey N.; Wong R.K.; Mohammed S.
Favorite | View/Download：8/0 | TC[WOS]:5 TC[Scopus]:6 | Submit date：2019/02/13
Dynamic group optimization algorithm Entropy-based Meta-heuristics |
| Robust high-dimensional bioinformatics data streams mining by ODR-ioVFDT Journal article
Scientific Reports, 2017,Volume: 7
Authors: Wang D.; Fong S.; Wong R.K.; Mohammed S.; Fiaidhi J.; Wong K.K.L.
Favorite | View/Download：10/0 | TC[WOS]:14 TC[Scopus]:10 | Submit date：2019/02/13 |
| Rare event prediction using similarity majority under-sampling technique Conference paper
Communications in Computer and Information Science
Authors: Li J.; Fong S.; Hu S.; Chu V.W.; Wong R.K.; Mohammed S.; Dey N.
Favorite | View/Download：6/0 | TC[WOS]:0 TC[Scopus]:1 | Submit date：2019/02/13
Imbalanced classification Similarity measure SMUTE Under-Sampling |
| Finding approximate solutions of NP-hard optimization and TSP problems using elephant search algorithm Journal article
Journal of Supercomputing, 2016,Volume: 72,Issue: 10,Page: 3960-3992
Authors: Deb S.; Fong S.; Tian Z.; Wong R.K.; Mohammed S.; Fiaidhi J.
Favorite | View/Download：8/0 | TC[WOS]:9 TC[Scopus]:12 | Submit date：2019/02/13
Bio-inspired optimization Elephant search algorithm Metaheuristic |
| Autonomous path based data acquisition in sensor networks Journal article
Journal of Supercomputing, 2016,Volume: 72,Issue: 10,Page: 4021-4042
Authors: Chhieng V.M.; Wong R.K.; Fong S.; Mohammed S.
Favorite | View/Download：7/0 | TC[WOS]:1 TC[Scopus]:2 | Submit date：2019/02/13
Autonomous path Data acquisition Wireless sensor networks |
| Towards implementation of residual-feedback GMDH neural network on parallel GPU memory guided by a regression curve Journal article
Journal of Supercomputing, 2016,Volume: 72,Issue: 10,Page: 3993-4020
Authors: Brito R.; Fong S.; Cho K.; Song W.; Wong R.; Mohammed S.; Fiaidhi J.
Favorite | View/Download：4/0 | TC[WOS]:2 TC[Scopus]:3 | Submit date：2019/02/13
Artificial neural networks CUDA GMDH GPU NVIDIA Parallel execution |
| A visualization methodology for studying relations of medical data via extended dependency networks Conference paper
Proceedings of the 9th IASTED International Conference on Biomedical Engineering, BioMed 2012
Authors: Fong S.; Lu L.; Fiaidhi J.; Mohammed S.
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Correlation Dependency Networks Feature Selection Medical data visualization RIPPER |
| Case-based and stream-based classication in biomedical application Conference paper
Proceedings of the 8th IASTED International Conference on Biomedical Engineering, Biomed 2011
Authors: Hang Y.; Fong S.; Ip A.; Mohammed S.
Favorite | View/Download：10/0 | TC[WOS]:0 TC[Scopus]:3 | Submit date：2019/02/13
Biomedical classification Decision tree Stream mining |
