IEEE - Institute of Electrical and Electronics Engineers, Inc. - Least Squares Support Vector Prediction for Daily Atmospheric Pollutant Level

2010 IEEE/ACIS 9th International Conference on Computer and Information Science (ICIS)

Author(s): Ip, W.F. ; Vong, C.M. ; Yang, J.Y. ; Wong, P.K.
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 August 2010
Conference Location: Yamagata, Japan, Japan
Conference Date: 18 August 2010
Page(s): 23 - 28
ISBN (Paper): 978-1-4244-8198-9
DOI: 10.1109/ICIS.2010.34
Regular:

Multi-layer perceptrons (MLP) have been employed to solve a variety of problems. The practical applications of MLP however suffer from different drawbacks such as local minima and over-fitting,... View More

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