Ambient Temperature Modelling through Traditional and Soft Computing Methods

Abstract

This paper presents a new hybrid approach based both on traditional and soft computing techniques to provide ambient temperature for those places where such a datum is not available. Indeed, we combine neural networks with the nearest neighbouring algorithm; we use a fuzzy logic decision maker and later compare the results of each single technique to the hybrid one. Experiments have been performed on several Italian places; results have shown a remarkable improvement in accuracy compared to single methods.

Publication
Hybrid Artificial Intelligence Systems, pp. 322-328, Lecture Notes in Computer Science, http://dx.doi.org/10.1007/978-3-540-87656-4_40
Date
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