Mining sequential patterns from MODIS time series for cultivated area mapping

Lecture Notes in Geoinformation and Cartography

Volumn , Issue , 2011, Pages 45-62

  Pitarch, Yoann ^a   Vintrou, Elodie ^b,d   Badra, Fadi ^c,d   Bégué, Agnès ^b,d   Teisseire, Maguelonne ^c,d  

^a LIRMM   (France)

^b CIRAD   (France)

^c CEMAGREF   (France)

^d UMR TETIS   (France)

Author keywords

[No Author keywords available]

Indexed keywords

AGRICULTURAL ROBOTS; AGRICULTURE; FOOD SUPPLY; RADIOMETERS; REMOTE SENSING; TIME SERIES;

AGRICULTURAL PRODUCTIONS; EARLY WARNING SYSTEM; FOOD INSECURITY; MINING SEQUENTIAL PATTERNS; MODERATE RESOLUTION; MODIS TIME SERIES; REMOTE ANALYSIS; TEMPORAL BEHAVIOR;

DATA MINING;

EID: 84883062645     PISSN: 18632351     EISSN: None     Source Type: Book Series    
DOI: 10.1007/978-3-642-19789-5_3     Document Type: Conference Paper

References (10)

1. Agrawal, R., Srikant, R. (1995) Mining sequential patterns, in: Proceedings of the Eleventh International Conference on Data Engineering, pp. 3-14.
2. Catlett, J. (1991) On changing continuous attributes into ordered discrete attributes, in Machine Learning EWSL-91, Springer, pp. 164-178.
3. Haralick, R. (1979) Statistical and structural approaches to texture image type analysis, in: Proceedings of IEEE, 67, pp. 786-804.
4. Haralick, R., Shanmugam, K, Dinstein, I. (1973) Textural features for image classification, IEEE Transactions on Systems, Man and Cybernetics, 3(6), pp. 610-621.
5. th Conf. on Image Information Mining: pursuing automation of geospatial intelligence for environment and security (ESA-EUSC 2008), 6 pgs.
6. Julea, A., Méger, N., Bolon P., Rigotti, C., Doin, M.P., Lasserre, C., Trouvé, E., Lazarescu, V. (2011) Unsupervised spatiotemporal mining of satellite image time series using grouped frequent sequential patterns, IEEE Transactions on Geoscience and Remote Sensing, 49(4), 14 pgs.
7. th European Conference on Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2006) - Berlin (Germany), Berlin (Allemagne), September 2006, pp. 94-97.
8. th International Conference, Paisley (UK), September 1-3, 2010, Springer, Lecture Notes in Computer Science, 6283, pp. 45-52.
9. Plantevit, M., Laurent, A., Laurent, D., Teisseire, M., Chong, Y.W. (2010) Mining Multi-Dimensional and Multi-Level Sequential Patterns, in: ACM Transactions on Knowledge Discovery from Data (TKDD), January 2010, 1), 37 pgs.
10. Rouse, I. (1974) The explanation of culture change, Science, 185, pp. 343-344.