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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  
Ensemble Learning for Facial Age Estimation Within Non-Ideal Facial Imagery Journal article
Yu,Ningning, Qian,Liping, Huang,Yupin, Wu,Yuan. Ensemble Learning for Facial Age Estimation Within Non-Ideal Facial Imagery[J]. IEEE Access, 2019, 7, 97938-97948.
Authors:  Yu,Ningning;  Qian,Liping;  Huang,Yupin;  Wu,Yuan
Favorite | TC[WOS]:8 TC[Scopus]:10  IF:3.4/3.7 | Submit date：2021/03/11
Deep Convolutional Neural Network  Ensemble Learning  Facial Age Estimation  Image Preprocessing  Transfer Learning  
Moving second generation biofuel manufacturing forward: Investigating economic viability and environmental sustainability considering two strategies for supply chain restructuring Journal article
Kesharwani, Rajkamal, Sun, Zeyi, Dagli, Cihan, Xiong, Haoyi. Moving second generation biofuel manufacturing forward: Investigating economic viability and environmental sustainability considering two strategies for supply chain restructuring[J]. Applied Energy, 2019, 242, 1467-1496.
Authors:  Kesharwani, Rajkamal;  Sun, Zeyi;  Dagli, Cihan;  Xiong, Haoyi
Favorite | TC[WOS]:36 TC[Scopus]:43  IF:10.1/10.4 | Submit date：2022/04/15
Biofuel Supply Chain  Biomass Preprocessing  Cellulosic Biofuel Manufacturing  Corn Stover  Greenhouse Gas Emission  
Fast Cluster-learning with Prior Probability from Big Dataset Conference paper
Tengyue Li, Simon Fong, Joao Alexandre Lobo Marques, Raymond K. Wong. Fast Cluster-learning with Prior Probability from Big Dataset[C]:IEEE, 345 E 47TH ST, NEW YORK, NY 10017 USA, 2019, 60-66.
Authors:  Tengyue Li;  Simon Fong;  Joao Alexandre Lobo Marques;  Raymond K. Wong
Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2021/03/09
Association Rule Mining  Clustering  Preprocessing  Prior Probability  
Differential Evolutionary Superpixel Segmentation Journal article
Gong, Yue-Jiao, Zhou, Yicong. Differential Evolutionary Superpixel Segmentation[J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018, 27(3), 1390-1404.
Authors:  Gong, Yue-Jiao;  Zhou, Yicong
Favorite | TC[WOS]:39 TC[Scopus]:47  IF:10.8/12.1 | Submit date：2018/10/30
Superpixel Segmentation  Differential Evolution  Seeding  Preprocessing  Clustering  
Differential evolutionary superpixel segmentation Journal article
Gong Yuejiao, Zhou Yicong. Differential evolutionary superpixel segmentation[J]. IEEE Transactions on Image Processing, 2018, 27(3), 1390-1404.
Authors:  Gong Yuejiao;  Zhou Yicong
Favorite | TC[WOS]:39 TC[Scopus]:47 | Submit date：2018/12/21
Clustering  Differential Evolution  Preprocessing  Seeding  Superpixel Segmentation  
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 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 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 hierarchical cluster based preprocessing methodology for web usage mining Conference paper
Tasawar Hussain, Sohail Asghar, Simon Fong. A hierarchical cluster based preprocessing methodology for web usage mining[C], 2011, 472-477.
Authors:  Tasawar Hussain;  Sohail Asghar;  Simon Fong
Favorite |  | Submit date：2019/02/13
Web Usage Mining  Preprocessing  Particle Swarm  Hierarchical Clusters And Sessionization