Re: k-NN prediction, review article?

Gianluca Bontempi (gbonte@ulb.ac.be)
Tue, 26 Oct 1999 18:56:24 +0200 (MET DST)

> Can someone recommend a good recent review article that covers the
> k-nearest neighbor technique in prediction?
>
>
> Reason for asking is I'm using a fuzzy k-nn algorithm for weather
> prediction and it seems to simple and effective that I can't believe no
> one else has implemented such a time series prediction technique yet.
> There is a brief description at http://chebucto.ns.ca/~bjarne/cbr
>
>

Hardle, Lutkepohl, Chen
"A Revie of Nonparametric Time Series Analysis"
International Statistical Review (1997)
65, 1, 49-72.

See also our paper
Bontempi G., Birattari M., Bersini H. (1999). Local learning for iterated
time-series prediction in International Conference on Machine Learning
1999 Bled, Slovenia.
available at http://iridia.ulb.ac.be/~gbonte/Papers.html

Regards
Gianluca Bontempi
http://iridia.ulb.ac.be/~gbonte

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