UM

Browse/Search Results:  1-10 of 43 Help

Selected(0)Clear Items/Page:    Sort:
White Learning: A White-Box Data Fusion Machine Learning Framework for Extreme and Fast Automated Cancer Diagnosis Journal article
IT Professional, 2019,Volume: 21,Issue: 5,Page: 71-77
Authors:  Li,Tengyue;  Fong,Simon;  Liu,Lian Sheng;  Yang,Xin She;  He,Xingshi;  Mohammed,Sabah;  Fiaidhi,Jinan
Favorite |  | TC[WOS]:3 TC[Scopus]:3 | Submit date:2021/03/09
Fast incremental learning with swarm decision table and stochastic feature selection in an IoT extreme automation environment Journal article
IT Professional, 2019,Volume: 21,Issue: 2,Page: 14-26
Authors:  Li,Tengyue;  Fong,Simon;  Millham,Richard C.;  Fiaidhi,Jinan;  Mohammed,Sabah
Favorite |  | TC[WOS]:2 TC[Scopus]:2 | Submit date:2021/03/09
Experimenting with clojure on extracting medication information from clinical narratives Conference paper
ACM International Conference Proceeding Series
Authors:  Mohammed,Sami;  Mohammed,Sabah;  Fiaidhi,Jinan;  Li,Tengyue;  Fong,Simon
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/03/09
Clinical Narratives  Clojure  Medication Information Extraction  OpenNLP  
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 |  | 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  
A suite of swarm dynamic multi-objective algorithms for rebalancing extremely imbalanced datasets Journal article
Applied Soft Computing Journal, 2018,Volume: 69,Page: 784-805
Authors:  Li,Jinyan;  Fong,Simon;  Wong,Raymond K.;  Mohammed,Sabah;  Fiaidhi,Jinan;  Sung,Yunsick
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/03/09
Big highly imbalanced dataset  Binary classification  Dynamic multi-objective  Rebalancing algorithm  Swarm intelligence algorithms  
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 |  | TC[WOS]:18 TC[Scopus]:21 | 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 |  | TC[WOS]:1 TC[Scopus]: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 |  | TC[WOS]:8 TC[Scopus]:10 | 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 |  | TC[WOS]:23 TC[Scopus]:10 | Submit date:2018/10/30
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 |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2019/02/13
Crossmatch  Data Streams  Ncm  Pattern Discovery  Time Series