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Authors: J. C Palomares Salas ; A. Agüera Pérez ; J. J. G. de la Rosa and J. G. Ramiro

Affiliation: Research Unit PAIDI-TIC-168, University of Cadiz, Escuela Politécnica Superior, Spain

Keyword(s): Cluster Analysis, Clustering Applications, Data Mining, Self-Organizing Feature Map.

Related Ontology Subjects/Areas/Topics: Artificial Intelligence ; Artificial Intelligence and Decision Support Systems ; Biomedical Engineering ; Biomedical Signal Processing ; Business Analytics ; Computational Intelligence ; Data Engineering ; Data Mining ; Databases and Information Systems Integration ; Datamining ; Enterprise Information Systems ; Health Engineering and Technology Applications ; Health Information Systems ; Human-Computer Interaction ; Industrial Applications of Artificial Intelligence ; Methodologies and Methods ; Neural Network Software and Applications ; Neural Networks ; Neurocomputing ; Neurotechnology, Electronics and Informatics ; Pattern Recognition ; Physiological Computing Systems ; Sensor Networks ; Signal Processing ; Soft Computing ; Theory and Methods

Abstract: In this paper it is shown a process to demarcate areas with analogous wind conditions. For this purpose a dispersion graph between wind directions will be traced for all stations placed in the studied zone. These distributions will be compared among themselves using the centroids extracted with SOFM algorithm. This information will be used to build a matrix, letting us work with all relations simultaneously. By permutation of elements in this matrix it is possible to group relationed stations.

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Paper citation in several formats:
Palomares Salas, J.; Agüera Pérez, A.; J. G. de la Rosa, J. and G. Ramiro, J. (2010). IDENTIFICATION OF AREAS WITH SIMILAR WIND PATTERNS USING SOFM. In Proceedings of the 12th International Conference on Enterprise Information Systems - Volume 5: ICEIS; ISBN 978-989-8425-05-8; ISSN 2184-4992, SciTePress, pages 40-45. DOI: 10.5220/0002896300400045

@conference{iceis10,
author={J. C {Palomares Salas}. and A. {Agüera Pérez}. and J. {J. G. de la Rosa}. and J. {G. Ramiro}.},
title={IDENTIFICATION OF AREAS WITH SIMILAR WIND PATTERNS USING SOFM},
booktitle={Proceedings of the 12th International Conference on Enterprise Information Systems - Volume 5: ICEIS},
year={2010},
pages={40-45},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002896300400045},
isbn={978-989-8425-05-8},
issn={2184-4992},
}

TY - CONF

JO - Proceedings of the 12th International Conference on Enterprise Information Systems - Volume 5: ICEIS
TI - IDENTIFICATION OF AREAS WITH SIMILAR WIND PATTERNS USING SOFM
SN - 978-989-8425-05-8
IS - 2184-4992
AU - Palomares Salas, J.
AU - Agüera Pérez, A.
AU - J. G. de la Rosa, J.
AU - G. Ramiro, J.
PY - 2010
SP - 40
EP - 45
DO - 10.5220/0002896300400045
PB - SciTePress

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