Title :
Notice of Retraction
Forecasting model based on LS-SVM and Markov chain for the water quality of Poyang Lake
Author :
Cao Qun ; Liu Bingxiang ; Cheng Xiang
Author_Institution :
Sch. of Inf. Eng., JDZ Ceramic Inst., Jingdezhen, China
Abstract :
Notice of Retraction
After careful and considered review of the content of this paper by a duly constituted expert committee, this paper has been found to be in violation of IEEE´s Publication Principles.
We hereby retract the content of this paper. Reasonable effort should be made to remove all past references to this paper.
The presenting author of this paper has the option to appeal this decision by contacting TPII@ieee.org.
It is great significance to forecast the water quality of Poyang Lake in the construction of Poyang Lake Ecological Economic Zone. On the condition of limited historical data, for resolving the prediction, puts forward forecasting model based on LS-SVM and Markov chain. First, build Poyang Lake water quality time-series forecasting model by optimized use of LS-SVM. Then, divide system state into five parts by Markov chain in order to improve the prediction accuracy. By analying an example, comparing the predicted values and real measured values, The results show that the model has a certain accuracy and reliability.
Keywords :
Markov processes; forecasting theory; lakes; least squares approximations; support vector machines; time series; water quality; LS-SVM; Markov chain; Poyang Lake water quality time-series forecasting model; Poyang lake ecological economic zone; Kernel; Lakes; Markov processes; Measurement uncertainty; Predictive models; Support vector machines; Water pollution; LS-SVM; Markov chain; Poyang Lake; Water Quality Prediction;
Conference_Titel :
Natural Computation (ICNC), 2011 Seventh International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-9950-2
DOI :
10.1109/ICNC.2011.6022435
