UM

Browse/Search Results:  1-10 of 24 Help

Selected(0)Clear Items/Page:    Sort:
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  
An adaptive meta-heuristic search for the internet of things Journal article
Future Generation Computer Systems, 2017,Volume: 76,Page: 486-494
Authors:  Ebrahimi, Mohammad;  ShafieiBavani, Elaheh;  Wong, Raymond K.;  Fong, Simon;  Fiaidhi, Jinan
Favorite  |  View/Download:10/0  |  Submit date:2018/10/30
Internet Of Things  Context-aware Sensor Search  Ant-based Clustering  
Managing Diabetes Therapy through Datastream Mining Journal article
IT PROFESSIONAL, 2017,Volume: 19,Issue: 5,Page: 50-57
Authors:  Fong, Simon;  Fiaidhi, Jinan;  Mohammed, Sabah;  Moutinho, Luiz A. M.
Favorite  |  View/Download:7/0  |  Submit date:2018/10/30
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
Robust High-dimensional Bioinformatics Data Streams Mining by ODR-ioVFDT Journal article
SCIENTIFIC REPORTS, 2017,Volume: 7
Authors:  Wang, Dantong;  Fong, Simon;  Wong, Raymond K.;  Mohammed, Sabah;  Fiaidhi, Jinan;  Wong, Kelvin K. L.
Favorite  |  View/Download:7/0  |  Submit date:2018/10/30
A time series pre-processing methodology with statistical and spectral analysis for classifying non-stationary stochastic biosignals Journal article
Journal of Supercomputing, 2016,Volume: 72,Issue: 10,Page: 3887-3908
Authors:  Simon Fong;  Kyungeun Cho;  Osama Mohammed;  Jinan Fiaidhi;  Sabah Mohammed
Favorite  |  View/Download:2/0  |  Submit date:2019/02/13
Biosignal Classification  Data Mining  Medical Informatics  Time Series Pre-processing  
GPU-enabled back-propagation artificial neural network for digit recognition in parallel Journal article
Journal of Supercomputing, 2016,Volume: 72,Issue: 10,Page: 3868-3886
Authors:  Ricardo Brito;  Simon Fong;  Kyungeun Cho;  Wei Song;  Raymond Wong;  Sabah Mohammed;  Jinan Fiaidhi
Favorite  |  View/Download:2/0  |  Submit date:2019/02/13
Artificial Neural Networks  Cuda  Nvidia  Parallel Execution  
Recent advances in metaheuristic algorithms: Does the Makara dragon exist? Journal article
Journal of Supercomputing, 2016,Volume: 72,Issue: 10,Page: 3764-3786
Authors:  Simon Fong;  Xi Wang;  Qiwen Xu;  Raymond Wong;  Jinan Fiaidhi;  Sabah Mohammed
Favorite  |  View/Download:3/0  |  Submit date:2019/02/13
Algorithm Design  Metaheuristics  Search Methods  Swarm Intelligence  
Discovering sub-patterns from time series using a normalized cross-match algorithm Journal article
Journal of Supercomputing, 2016,Volume: 72,Issue: 10,Page: 3850-3867
Authors:  Xueyuan Gong;  Simon Fong;  Raymond K. Wong;  Sabah Mohammed;  Jinan Fiaidhi;  Athanasios V. Vasilakos
Favorite  |  View/Download:5/0  |  Submit date:2019/02/13
Crossmatch  Data Streams  Ncm  Pattern Discovery  Time Series  
Improvised Methods for Tackling Big Data Stream Mining Challenges: Case Study of Human Activity Recognition Journal article
JOURNAL OF SUPERCOMPUTING, 2016,Volume: 72,Issue: 10,Page: 3927-3959
Authors:  Fong, Simon;  Liu, Kexing;  Cho, Kyungeun;  Wong, Raymond;  Mohammed, Sabah;  Fiaidhi, Jinan
Favorite  |  View/Download:11/0  |  Submit date:2019/05/15
Data Stream Mining  Big Data  Very Fast Decision Tree  Resampling  Sensor Data