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Table of Contents
Satellite Image Time Series Clustering using SOM
Essa página contém o material do minicurso “Satellite Image Time Series Clustering using SOM” ministrado no Worcap 2018.
- Carga horária: 2 horas
- Instrutores: Karine Reis Ferreira e Lorena Santos
- Local: LIT - INPE
- Data: 23 de Agosto de 2018
Material do curso
- Parte teórica
- Parte prática
- R scripts
Referências Bibliográficas
- (Esling and Agon, 2012) Esling, Philippe, and Carlos Agon. “Time-series data mining.” ACM Computing Surveys (CSUR) 45.1 (2012): 12.
- (Aghabozorgi et al. 2015) Aghabozorgi, Saeed, Ali Seyed Shirkhorshidi, and Teh Ying Wah. “Time-series clustering–A decade review.” Information Systems. 53 (2015): 16-38
- (Keogh and Lin, 2003) Keogh, Eamonn, and Jessica Lin. “Clustering of time-series subsequences is meaningless: implications for previous and future research.” Knowledge and information systems 8.2 (2005): 154-177.
- (Ding et al. 2008) Ding, Hui, et al. “Querying and mining of time series data: experimental comparison of representations and distance measures.” Proceedings of the VLDB Endowment 1.2 (2008): 1542-1552.
- (Mori et al. 2016) Mori, Usue, Alexander Mendiburu, and Jose A. Lozano. “Distance measures for time series in R: The TSdist package.” R J. 8 (2016): 451-459.
