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Volumn 20, Issue 6, 2007, Pages 745-755

Forecasting of the daily meteorological pollution using wavelets and support vector machine

Author keywords

Generalization ability; Neural network predictors; Pollution forecasting; Support vector machine; Wavelet decomposition

Indexed keywords

AIR POLLUTION; ATMOSPHERIC HUMIDITY; NEURAL NETWORKS; REGRESSION ANALYSIS; SUPPORT VECTOR MACHINES; THERMAL EFFECTS; WAVELET DECOMPOSITION; WIND EFFECTS;

EID: 34250715899     PISSN: 09521976     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.engappai.2006.10.008     Document Type: Article
Times cited : (168)

References (14)
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    • 84879641006 scopus 로고    scopus 로고
    • 2 concentration. Proceedings of ESANN, Bruges, 2006.
  • 2
    • 34250732689 scopus 로고    scopus 로고
    • Boznar, M., Mlakar, P., Grasic, B., 2004. Neural networks based ozone forecasting. Ninth Conference on Harmonisation within Atmospheric Dispersion Modelling for Regulatory Purposes, Garmisch Partenkirchen, 2004, pp. 356-360.
  • 3
    • 0032599709 scopus 로고    scopus 로고
    • Climatology and forecast modelling of ambient carbon monoxide in phoenix
    • Comrie A.C., and Diem J.E. Climatology and forecast modelling of ambient carbon monoxide in phoenix. Atmospheric Environment 33 (1999) 5023-5036
    • (1999) Atmospheric Environment , vol.33 , pp. 5023-5036
    • Comrie, A.C.1    Diem, J.E.2
  • 10
    • 34250754774 scopus 로고    scopus 로고
    • Peace, M., Dirks, K., Austin, G., 2005. The prediction of air pollution using a site optimised model and mesoscale model wind forecast. World Weather Research Program Symposium on Nowcasting and Very Short Range Forecasting, Toulouse, 2005.
  • 11
    • 0003120218 scopus 로고    scopus 로고
    • Fast training of SVM using sequential optimization
    • Scholkopf B., Burges B., and Smola A. (Eds), MIT Press, Cambridge
    • Platt L. Fast training of SVM using sequential optimization. In: Scholkopf B., Burges B., and Smola A. (Eds). Advances in Kernel Methods-Support Vector Learning (1998), MIT Press, Cambridge 185-208
    • (1998) Advances in Kernel Methods-Support Vector Learning , pp. 185-208
    • Platt, L.1
  • 14
    • 34250725827 scopus 로고    scopus 로고
    • Wavelet Toolbox for Matlab, 1997. User manual, MathWorks, Natick, USA, 1997.


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.