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Forecasting energy consumption from smart home sensor network by deep learning Conference paper
Communications in Computer and Information Science
Authors:  Dey N.;  Fong S.;  Song W.;  Cho K.
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Deep learning  Energy prediction  IoT smart home  Time-series forecasting  
A novel forecasting method based on multi-order fuzzy time series and technical analysis Journal article
Information Sciences, 2016,Volume: 367-368,Page: 41-57
Authors:  Ye F.;  Zhang L.;  Zhang D.;  Fujita H.;  Gong Z.
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Financial Forecasting  Fuzzy Time Series  Genetic Algorithm  Technical Analysis  
Exploiting the interpretability and forecasting ability of the RBF-AR model for nonlinear time series Journal article
International Journal of Systems Science, 2016,Volume: 47,Issue: 8,Page: 1868-1876
Authors:  Gan M.;  Philip Chen C.L.;  Chen L.;  Zhang C.-Y.
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Forecasting  Modelling  State-dependent Model  Time Series  Varying Coefficient Model  
Evolutionary computation with multi-variates hybrid multi-order fuzzy time series for stock forecasting Conference paper
2014 IEEE 17th International Conference on Computational Science and Engineering, Chengdu, China, 19-21 Dec. 2014
Authors:  Shanhong Wan;  Defu Zhang;  Yain-Whar Si
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Genetic Algorithm  Multi-variates Hybrid Multiorder Fuzzy Time Series  Stock Forecasting  
Adaptive Forecasting of Earthquake Time Series by Incremental Decision Tree Algorithm Journal article
Information (Japan), 2013,Volume: 16,Issue: 12,Page: 8387-8395
Authors:  Fong, Simon
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Adaptive Forecasting  Earthquake Prediction  Stream Mining  Time Series Forecasting  
Rare Events Forecasting Using a Residual-Feedback GMDH Neural Network Conference paper
Proceedings - 12th IEEE International Conference on Data Mining Workshops, ICDMW 2012, Brussels, Belgium, 10-13 Dec. 2012
Authors:  Simon Fong;  Zhou Nannan;  Raymond K. Wong;  Xin-She Yang
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Data Pre-processing  Earthquake Prediction  Gmdh  Ground Ozone  Neural Network  Time Series Forecasting  
Least squares support vector prediction for daily atmospheric pollutant level Conference paper
Proceedings - 9th IEEE/ACIS International Conference on Computer and Information Science, ICIS 2010, Yamagata, Japan, 2010
Authors:  Ip W.F.;  Vong C.M.;  Yang J.Y.;  Wong P.K.
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Least Squares Support Vector Machines  Pollution Level Forecasting  Time Series Prediction  
An incremental adaptive implementation of functional-link processing for function approximation, time-series prediction, and system identification Journal article
Neurocomputing, 1998,Volume: 18,Issue: 1-3,Page: 11-31
Authors:  Chen C.L.P.;  LeClair S.R.;  Pao Y.-H.
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Forecasting  Function approximations  Functional-link neural network  Instant learning algorithm  Least squares  System identification  Time-series  
Periodic time-series analysis using neural networks Journal article
Intelligent Engineering Systems Through Artificial Neural Networks, 1996,Volume: 6,Page: 719-724
Authors:  Ye S.;  Chen C.L.P.
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Time-Series Forecasting and Prediction