Mutual information and k-Nearest Neighbors approximator for time series prediction

Antti Sorjamaa; Jin Hao; Amaury Lendasse

Mutual information and k-Nearest Neighbors approximator for time series prediction

Antti Sorjamaa
, Jin Hao
, Amaury Lendasse

Aalto University

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Pages	553-558
Number of pages	6
State	Published - 2005
Externally published	Yes
Event	15th International Conference on Artificial Neural Networks: Biological Inspirations - ICANN 2005 - Warsaw, Poland Duration: Sep 11 2005 → Sep 15 2005

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	3697 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	15th International Conference on Artificial Neural Networks: Biological Inspirations - ICANN 2005
Country/Territory	Poland
City	Warsaw
Period	9/11/05 → 9/15/05

ASJC Scopus Subject Areas

Theoretical Computer Science
General Computer Science

Keywords

Input Selection
K-NN
Mutual Information
Time Series

Cite this

Sorjamaa, A., Hao, J., & Lendasse, A. (2005). Mutual information and k-Nearest Neighbors approximator for time series prediction. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (pp. 553-558). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 3697 LNCS).

Mutual information and k-Nearest Neighbors approximator for time series prediction. / Sorjamaa, Antti; Hao, Jin; Lendasse, Amaury.
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2005. p. 553-558 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 3697 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Sorjamaa, A, Hao, J & Lendasse, A 2005, Mutual information and k-Nearest Neighbors approximator for time series prediction. in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 3697 LNCS, pp. 553-558, 15th International Conference on Artificial Neural Networks: Biological Inspirations - ICANN 2005, Warsaw, Poland, 9/11/05.

Sorjamaa A, Hao J, Lendasse A. Mutual information and k-Nearest Neighbors approximator for time series prediction. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2005. p. 553-558. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

Sorjamaa, Antti ; Hao, Jin ; Lendasse, Amaury. / Mutual information and k-Nearest Neighbors approximator for time series prediction. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2005. pp. 553-558 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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Mutual information and k-Nearest Neighbors approximator for time series prediction

Publication series

Conference

ASJC Scopus Subject Areas

Keywords

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