IEEE - Institute of Electrical and Electronics Engineers, Inc. - Short-term traffic flow forecasting via echo state neural networks

2011 Seventh International Conference on Natural Computation (ICNC)

Author(s): An Yisheng ; Song Qingsong ; Zhao Xiangmo
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 July 2011
Conference Location: Shanghai, China, China
Conference Date: 26 July 2011
Volume: 2
Page(s): 844 - 847
ISBN (CD): 978-1-4244-9952-6
ISBN (Electronic): 978-1-4244-9953-3
ISBN (Paper): 978-1-4244-9950-2
ISSN (CD): 2157-9555
ISSN (Electronic): 2157-9563
ISSN (Paper): 2157-9555
DOI: 10.1109/ICNC.2011.6022154
Regular:

An algorithm for short term traffic flaw prediction based on echo state neural networks (ESN) is proposed in this paper. ESN is a new paradigm for using recurrent neural networks (RNNs) with a... View More

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