Habilitation à diriger des recherches LIP6 /
85 pages - Juin/June 2001 - French document.
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Thème/Team: Apprentissage et Acquisition de Connaissances
Titre français : Méthodes basées sur la perception pour caractériser des objets complexes : odeurs, textures
Titre anglais : Perceptions based methods for caracterisation of complexe objects : odors, textures
Abstract : My research work is related to the methods based on perception elements in order to characterize some complex objects. In this context I was brought to work on three domains of decreasing complexity to the level of their perception, the odors, the texture and the management of traffic in a local network. My work in these domains is based on Computational Theory of Perceptions (CTP). This theory aims to find a sense and a means in order to exploit the vagueness and imprecise data of the perception.
In my work I am interested especially in interfacing the descended data for some instruments of measurements and values of the variables of perception. this in based on fuzzy sets theory elements.
Key-words : Fuzzy decision trees, learning, odors recognition, texture characterization, fuzzy runs, lengths fuzzy runs parameters
Publications internes LIP6 2001 / LIP6 research reports 2001
Responsable Éditorial / Editor :Valerie.Mangin@lip6.fr