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Real-time analysis of vital signs using incremental data stream mining techniques with a case study of ARDS under ICU treatment Journal article
Fong, Simon, Siu, Shirley W. I., Zhou, Suzy, Chan, Jonathan H., Mohammed, Sabah, Fiaidhi, Jinan. Real-time analysis of vital signs using incremental data stream mining techniques with a case study of ARDS under ICU treatment[J]. Journal of Medical Imaging and Health Informatics, 2015, 5(5), 1108-1115.
Authors:  Fong, Simon;  Siu, Shirley W. I.;  Zhou, Suzy;  Chan, Jonathan H.;  Mohammed, Sabah; et al.
Favorite | TC[WOS]:1 TC[Scopus]:2  IF:0.659/0.660 | Submit date：2019/02/13
Data Stream Mining  Naïve Bayes  Optimized Very Fast Decision Tree  Support Vector Machine  Vital Signs Analysis  
Incrementally Optimized Decision Tree for Mining Imperfect Data Streams Conference paper
Hang Yang, Simon Fong. Incrementally Optimized Decision Tree for Mining Imperfect Data Streams[C]:Springer, Berlin, Heidelberg, 2012, 281-296.
Authors:  Hang Yang;  Simon Fong
Favorite | TC[Scopus]:3 | Submit date：2019/02/13
Data Stream Mining  Decision Tree Classification  Optimized Very Fast Decision Tree  Incremental Optimization  
Incrementally Optimized Decision Tree for Noisy Big Data Conference paper
Hang Yang, Simon Fong. Incrementally Optimized Decision Tree for Noisy Big Data[C], New York, NY, USA:ACM, 2012, 36-44.
Authors:  Hang Yang;  Simon Fong
Favorite | TC[Scopus]:34 | Submit date：2019/02/13
Data Stream Mining  Decision Tree Classification  Optimized Very Fast Decision Tree  Incremental Optimization  
Attribute Overlap Minimization and Outlier Elimination as Dimensionality Reduction Techniques for Text Classification Algorithms Journal article
Simon Fong, Antonio Cerone. Attribute Overlap Minimization and Outlier Elimination as Dimensionality Reduction Techniques for Text Classification Algorithms[J]. Journal of Emerging Technologies in Web Intelligence, 2012, 4(3), 259-263.
Authors:  Simon Fong;  Antonio Cerone
Favorite | TC[Scopus]:4 | Submit date：2019/02/13
Data Stream Mining  Optimized Very Fast Decision Tree  Incremental Optimization