Regression by topological map: Application on real data

Ph Daigremont; H. De Lassus; F. Badran; S. Thiria

Conference Proceedings

Regression by topological map: Application on real data

Daigremont P
De Lassus H
Badran F
et al.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (1996) 1112 LNCS 185-190

DOI: 10.1007/3-540-61510-5_34

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Abstract

We address the problem of oceanographic data regression with constrainted Kohonen self-organizing maps. Using constrainted topological mapping algorithm on real data, we show that it is well suited to geographic needs. It appears as an elegant way to overcome uneven spatial sampling problems.

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Constrainted topological mapping
Nonparametric regression
Oceanographic data analysis

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Daigremont, P., De Lassus, H., Badran, F., & Thiria, S. (1996). Regression by topological map: Application on real data. In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (Vol. 1112 LNCS, pp. 185–190). Springer Verlag. https://doi.org/10.1007/3-540-61510-5_34

Regression by topological map: Application on real data

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