UM

Browse/Search Results:  1-10 of 11 Help

Selected(0)Clear Items/Page:    Sort:
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:3/0  |  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:1/0  |  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:1/0  |  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:0/0  |  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:1/0  |  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:2/0  |  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:0/0  |  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:1/0  |  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.
Favorite  |  View/Download:0/0  |  Submit date:2019/02/13
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:1/0  |  Submit date:2019/02/13
Biomedical classification  Decision tree  Stream mining