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A novel sensor data pre-processing methodology for the internet of things using anomaly detection and transfer-by-subspace-similarity transformation Journal article
Yan Zhong, Simon Fong, Shimin Hu, Raymond Wong, Weiwei Lin. A novel sensor data pre-processing methodology for the internet of things using anomaly detection and transfer-by-subspace-similarity transformation[J]. Sensors, 2019, 19(20), 4536.
Authors:  Yan Zhong;  Simon Fong;  Shimin Hu;  Raymond Wong;  Weiwei Lin
Favorite | TC[WOS]:9 TC[Scopus]:13  IF:3.4/3.7 | Submit date：2021/03/09
Internet Of Things  Sensor Data  Preprocessing  Subspace Similarity  
Benefiting feature selection by the discovery of false irrelevant attributes Journal article
Chao L.S., Wong D.F., Chen P.C.L., Ng W.W.Y., Yeung D.S.. Benefiting feature selection by the discovery of false irrelevant attributes[J]. International Journal of Wavelets, Multiresolution and Information Processing, 2015, 13(4).
Authors:  Chao L.S.;  Wong D.F.;  Chen P.C.L.;  Ng W.W.Y.;  Yeung D.S.
Favorite | TC[WOS]:1 TC[Scopus]:1 | Submit date：2018/12/24
Data Mining  Data Preprocessing  Feature Selection  Hidden Interaction  Supportive Relevance  
A supportive attribute-assisted discretization model for medical classification Conference paper
Wong D.F., Chao L.S., Zeng X.D.. A supportive attribute-assisted discretization model for medical classification[C], 2014, 289-295.
Authors:  Wong D.F.;  Chao L.S.;  Zeng X.D.
Favorite | TC[WOS]:5 TC[Scopus]:5 | Submit date：2018/12/24
Bioinformatics  Data Preprocessing  Discretization  Medical Classification  Supportive Attribute Interdependence  
A supportive attribute-assisted discretization model for medical classification Journal article
Wong,Derek F., Chao,Lidia S., Zeng,Xiao Dong. A supportive attribute-assisted discretization model for medical classification[J]. Bio-Medical Materials and Engineering, 2014, 24(1), 289-295.
Authors:  Wong,Derek F.;  Chao,Lidia S.;  Zeng,Xiao Dong
Favorite | TC[WOS]:5 TC[Scopus]:5  IF:1.0/1.2 | Submit date：2021/03/11
Bioinformatics  Data Preprocessing  Discretization  Medical Classification  Supportive Attribute Interdependence  
A taxonomy-based classification model by using abstraction and aggregation Conference paper
Alice Tang, Simon Fong. A taxonomy-based classification model by using abstraction and aggregation[C], 2011, 448-454.
Authors:  Alice Tang;  Simon Fong
Favorite |  | Submit date：2019/02/13
Data Mining  Decision Tree  Feature Selection  Preprocessing  Attribute Value Taxonomies  Visual Mining