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Serially coupled reversed phase-hydrophilic interaction liquid chromatography-tailored multiple reaction monitoring, a fit-for-purpose tool for large-scale targeted metabolomics of medicinal bile Journal article
ANALYTICA CHIMICA ACTA, 2018,Volume: 1037,Page: 119-129
Authors:  Song, Qingqing;  Liu, Wenjing;  Chen, Xiaojia;  Li, Jun;  Li, Peng;  Yang, Fengqing;  Wang, Yitao;  Song, Yuelin;  Tu, Pengfei
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Large-scale Targeted Metabolomics  Serially Coupled Rplc-hilic  Tailored Multiple Reaction Monitoring  Medicinal Bile  Bile Acids  
Improved Correlation Filter Tracking with Hard Negative Mining Conference paper
Proceedings - International Conference on Pattern Recognition
Authors:  Qie C.;  Guo G.;  Yan Y.;  Zhang L.;  Wang H.
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Predicting unusual energy consumption events from smart home sensor network by data stream mining with misclassified recall Journal article
JOURNAL OF AMBIENT INTELLIGENCE AND HUMANIZED COMPUTING, 2018,Volume: 9,Issue: 4,Page: 1197-1221
Authors:  Fong, Simon;  Li, Jiaxue;  Song, Wei;  Tian, Yifei;  Wong, Raymond K.;  Dey, Nilanjan
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IoT smart home  Energy prediction  Data stream mining  Classification  
Optimized and frequent subgraphs: How are they related? Journal article
IEEE Access, 2018,Volume: 6,Page: 37237-37249
Authors:  Rehman S.U.;  Asghar S.;  Fong S.J.
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Data mining  frequent subgraph patterns  graph pattern mining  optimized graph patterns  social network analysis  
An efficient ranking scheme for frequent subgraph patterns Conference paper
ACM International Conference Proceeding Series
Authors:  Rehman S.U.;  Asghar S.;  Fong S.
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Apriori-based FSM  Frequent subgraphs  Graph mining  Pattern-growth based FSM  
Similarity majority under-sampling technique for easing imbalanced classification problem Conference paper
Communications in Computer and Information Science
Authors:  Li J.;  Fong S.;  Hu S.;  Wong R.K.;  Mohammed S.
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Imbalanced classification  Similarity measure  SMUTE  Under-sampling  
Optimized and Frequent Subgraphs: How Are They Related? Journal article
IEEE ACCESS, 2018,Volume: 6,Page: 37237-37249
Authors:  Rehman, Saif Ur;  Asghar, Sohail;  Fong, Simon James
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Data mining  graph pattern mining  social network analysis  frequent subgraph patterns  optimized graph patterns  
A formal approach to chart patterns classification in financial time series Journal article
INFORMATION SCIENCES, 2017,Volume: 411,Page: 151-175
Authors:  Yuqing Wan;  Yain-Whar Si
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Chart Patterns  Formal Specification  Pattern Matching  Financial Time Series  Technical Analysis  
Location-based big data analytics for guessing the next Foursquare check-ins Journal article
JOURNAL OF SUPERCOMPUTING, 2017,Volume: 73,Issue: 7,Page: 3112-3127
Authors:  Zhuang, Yan;  Fong, Simon;  Yuan, Meng;  Sung, Yunsick;  Cho, Kyungeun;  Wong, Raymond K.
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Sequence mining  Next location prediction  Foursquare  
Predicting the next turn at road junction from big traffic data Journal article
JOURNAL OF SUPERCOMPUTING, 2017,Volume: 73,Issue: 7,Page: 3128-3148
Authors:  Zhuang, Yan;  Fong, Simon;  Yuan, Meng;  Sung, Yunsick;  Cho, Kyungeun;  Wong, Raymond K.
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Location prediction  Trajectory mining  GPS Trajectory analysis