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KDCTime: Knowledge distillation with calibration on InceptionTime for time-series classification Journal article
Information Sciences, 2022,Volume: 613,Page: 184-203
Authors:  Gong, Xueyuan;  Si, Yain Whar;  Tian, Yongqi;  Lin, Cong;  Zhang, Xinyuan;  Liu, Xiaoxiang
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/11/07
Deep Neural Networks  Inceptiontime  Knowledge Distillation  Overfitting  Time-series Classification  
Parallel ensemble learning of convolutional neural networks and local binary patterns for face recognition Journal article
Computer Methods and Programs in Biomedicine, 2020,Volume: 197
Authors:  Jialin Tang;  Qinglang Su;  Binghua Su;  Simon Fong;  Wei Cao;  Xueyuan Gong
Favorite |  | TC[WOS]:13 TC[Scopus]:16 | Submit date:2021/03/09
Convolutional Neural Networks (Cnn)  Local Binary Patterns (Lbp)  Ensemble Learning  Face Recognition  
Erratum: Comparative Research of Swarm Intelligence Clustering Algorithms for Analyzing Medical Data (IEEE Access (2019) 7 (137560-137569) DOI: 10.1109/Access.6287639) Journal article
IEEE Access, 2020,Volume: 8
Authors:  Gong, Xueyuan;  Liu, Liansheng;  Fong, Simon;  Xu, Qiwen;  Wen, Tingxi;  Liu, Zhihua
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/09/30
Comparative research of swam intelligence clustering algorithms for analyzing medical data Journal article
IEEE Access, 2019,Volume: 7,Page: 137560-137569
Authors:  XUEYUAN GONG;  LIANSHENG LIU;  SIMON FONG;  QIWEN XU;  TINGXI WEN;  ZHIHUA LIU
Favorite |  | TC[WOS]:6 TC[Scopus]:9 | Submit date:2021/03/09
Medical Data Analysis  Data Mining  Swarm Intelligence  Clustering Algorithms  
Fast fuzzy subsequence matching algorithms on time-series Journal article
Expert Systems with Applications, 2019,Volume: 116,Page: 275-284
Authors:  Xueyuan Gong;  Simon Fong;  Yain-Whar Si
Favorite |  | TC[WOS]:4 TC[Scopus]:4 | Submit date:2019/01/17
Time-series  Subsequence Matching  Fuzzy Subsequence Matching  
Fast multi-subsequence monitoring on streaming time-series based on Forward-propagation Journal article
Information Sciences, 2018,Volume: 450,Page: 73-88
Authors:  Xueyuan Gong;  Simon Fong;  Yain-Whar Si
Favorite |  | TC[WOS]:4 TC[Scopus]:4 | Submit date:2018/10/30
Streaming Time-series  Subsequence Monitoring  Spring  Nspring  Fpns  Dtw  
Normalized Cross-Match: Pattern Discovery Algorithm from Biofeedback Signals Conference paper
TRENDS AND APPLICATIONS IN KNOWLEDGE DISCOVERY AND DATA MINING (PAKDD 2016), Auckland, New Zealand, April 19, 2016
Authors:  Xueyuan Gong;  Simon Fong;  Yain-Whar Si;  Robert P. Biuk-Aghai;  Raymond K. Wong;  Athanasios V. Vasilakos
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2019/02/13
Pattern Discovery  Crossmatch  Ncm  Time-series Streams  
Financial time series pattern matching with extended UCR Suite and Support Vector Machine Journal article
Expert Systems with Applications, 2016,Volume: 55,Page: 284-296
Authors:  Xueyuan Gong;  Yain-Whar Si;  Simon Fong;  Robert P. Biuk-Aghai
Favorite |  | TC[WOS]:25 TC[Scopus]:30 | Submit date:2019/02/13
Financial Time Series  Subsequence Matching  Perceptually Important Points  Ucr Suite  Support Vector Machine  
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]:2 TC[Scopus]:2 | Submit date:2019/02/13
Pattern Discovery  Crossmatch  Ncm  Data Streams  Time Series  
Effect of segmentation on financial time series pattern matching Journal article
Applied Soft Computing, 2016,Volume: 38,Page: 346
Authors:  Yuqing Wan;  Xueyuan Gong;  Yain-Whar Si
Favorite |  | TC[WOS]:25 TC[Scopus]:29 | Submit date:2018/10/30
Financial Time Series  Head-and-shoulders  Pattern Matching  Segmentation  Technical Pattern