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Fouille de données à l'aide de modèles stochastiques : segmentation temporo-spatiale des successsions de cultures d'un territoire agricole à l'aide de HMM2
Abstract : We propose an original data mining method to segment agricultural landscapes based on a temporo spatial modelling of their crop successions. This method consists in (i) choosing the length of the crop succession, (ii) choosing the spatial resolution to sample the territory, (iii) specifying a conceptual model to represent the crop successions by means of second-order Hidden Markov Models, and (iv) finally segmenting the territory into homogeneous areas that will be further investigated.
https://hal.inria.fr/inria-00398182
Contributor : Jean-François Mari Connect in order to contact the contributor
Submitted on : Wednesday, June 24, 2009 - 1:50:41 PM
Last modification on : Thursday, October 28, 2021 - 11:12:09 AM
Long-term archiving on: : Tuesday, June 15, 2010 - 6:35:06 PM
Contributor : Jean-François Mari Connect in order to contact the contributor
Submitted on : Wednesday, June 24, 2009 - 1:50:41 PM
Last modification on : Thursday, October 28, 2021 - 11:12:09 AM
Long-term archiving on: : Tuesday, June 15, 2010 - 6:35:06 PM
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