C. M. Antunes, Temporal Data Mining, an overview, Workshop on Temporal Data Mining with the International Conference on Knowledge Discovery and Data Mining, 2001.

Y. Boykov, O. Veksler, and R. Zabih, Fast Approximate Energy Minimization via Graph Cuts, IEEE transactions on Pattern Analysis and Machine Intelligence, pp.1222-1239, 2001.
DOI : 10.1109/34.969114
URL : http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.112.6806

D. Berndt, J. Clifford-fayyad, G. Shapiro, P. Smyth, and R. Uthurusamy, Finding Patterns in Time-Series : a Dynamic Programming Approach, Advances in Knowledge Discovery and Data Mining, pp.229-248, 1996.

L. Bruzzone and D. F. Prieto, Automatic analysis of the difference image for unsupervised change detection, IEEE Transactions on Geoscience and Remote Sensing, vol.38, issue.3, pp.1171-1182, 2000.
DOI : 10.1109/36.843009

H. Bunke and G. Allerman, Inexact graph matching for structural pattern recognition, Pattern Recognition Letters, vol.1, issue.4, pp.245-253, 1983.
DOI : 10.1016/0167-8655(83)90033-8

G. F. Cooper and E. Herskovits, A Bayesian method for the induction of probabilistic networks from data, Machine Learning, pp.309-347, 1992.
DOI : 10.1007/BF00994110

T. Corpetti, E. Mémin, and P. Pérez, Dense estimation of fluid flows, IEEE Transactions on Pattern Analysis and Machine Intelligence, vol.24, issue.3, pp.365-380, 2002.
DOI : 10.1109/34.990137
URL : https://hal.archives-ouvertes.fr/hal-00329724

P. Héas and M. Datcu, Modeling trajectory of dynamic clusters in image time-series for spatio-temporal reasoning, IEEE Transactions on Geoscience and Remote Sensing, vol.43, issue.7, pp.1635-1647, 2005.
DOI : 10.1109/TGRS.2005.847791

D. Heckerman, A Tutorial on Learning with Bayesian Networks, In Learning in Graphical Models, 1999.

C. Lauvernet, F. Baret, and F. X. Ledimet, Assimilation of high temporal frequency Spot data to describe canopy functioning. The case of wheat crops in the ADAM experiment in Romania, International Geoscience and Remote Sensing Symposium, 2003.

M. Schroeder, H. Rehrauder, K. Seidel, and M. Datcu, Interactive learning and probabilistic retrieval in remote sensing image archives, IEEE Transactions on Geoscience and Remote Sensing, vol.38, issue.5, pp.2288-2298, 2000.
DOI : 10.1109/36.868886

P. Tan and C. Potter, Finding Spatio-Temporal Patterns in Earth Science Data, Temporal Data Mining with the International Conference on Knowledge Discovery and Data Mining, 2001.

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