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» On the Supports of Recognizable Timed Series
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SSDBM
2000
IEEE
128views Database» more  SSDBM 2000»
13 years 9 months ago
Supporting Content-Based Searches on Time Series via Approximation
Fast retrieval of time series in terms of their contents is important in many application domains. This paper studies database techniques supporting fast searches for time series ...
Changzhou Wang, Xiaoyang Sean Wang
ICONIP
2004
13 years 6 months ago
Outliers Treatment in Support Vector Regression for Financial Time Series Prediction
Recently, the Support Vector Regression (SVR) has been applied in the financial time series prediction. The financial data are usually highly noisy and contain outliers. Detecting ...
Haiqin Yang, Kaizhu Huang, Laiwan Chan, Irwin King...
IJCNN
2008
IEEE
13 years 11 months ago
Financial time series prediction using a support vector regression network
Abstract— This paper presents a novel support vector regression (SVR) network for financial time series prediction. The SVR network consists of two layers of SVR: transformation...
Boyang Li, Jinglu Hu, Kotaro Hirasawa
CIKM
1998
Springer
13 years 9 months ago
Supporting Fast Search in Time Series for Movement Patterns in Multiple Scales
An important investigation of time series involves searching for \movement" patterns, such as \going up" or \going down" or some combinations of them. Movement patt...
Yunyao Qu, Changzhou Wang, Xiaoyang Sean Wang
ICRA
2005
IEEE
150views Robotics» more  ICRA 2005»
13 years 11 months ago
Time Series Action Support by Mobile Robot in Intelligent Environment
— Recent development of information technology is making electric household appliances computerized and networked. If the environments surrounding us could recognize our activiti...
Tsukasa Fukuda, Yasushi Nakauchi, Katsunori Noguch...