Livres
[1] Aggarwal, C. (2015). Data Mining The TextBook.
[2] Han, J., Kamber, M., & Pei, J. (2011). The Morgan Kaufmann series in data management systems. Data mining concepts and techniques.
[3] Rosenberg, M. S. (Ed.). (2009). Sequence alignment: methods, models, concepts, and strategies. Univ of California Press.
Articles
[4] Patel, P., Keogh, E., Lin, J., & Lonardi, S. (2002, December). Mining motifs in massive time series databases. In 2002 IEEE International Conference on Data Mining, 2002. Proceedings. (pp. 370-377). IEEE.
[5] Gaudin, R., & Nicoloyannis, N. (2005, January). Apprentissage non supervisé de séries temporelles à l'aide des k-means et d'une nouvelle méthode d'agrégation de séries. In EGC (pp. 201-212).
[6] Gabadinho, A., Ritschard, G., Studer, M., & Müller, N. S. (2011). Mining sequence data in R with the TraMineR package. A User’s Guide. Department of Econometrics and Laboratory of Demography, University of Geneva.
[7] Zaki, M. J. (2001). SPADE: An efficient algorithm for mining frequent sequences. Machine learning, 42, 31-60.
[8] Mooney, C. H., & Roddick, J. F. (2013). Sequential pattern mining--approaches and algorithms. ACM Computing Surveys (CSUR), 45(2), 1-39.
[9] Fradkin, D., & Mörchen, F. (2015). Mining sequential patterns for classification. Knowledge and Information Systems, 45, 731-749.
[10] Aoga, J. O., Guns, T., & Schaus, P. (2017). Mining time-constrained sequential patterns with constraint programming. Constraints, 22, 548-570.
[11] Fournier-Viger, P., Lin, J. C. W., Kiran, R. U., Koh, Y. S., & Thomas, R. (2017). A survey of sequential pattern mining. Data Science and Pattern Recognition, 1(1), 54-77.
[12] Pearson, W. R. (2013). An introduction to sequence similarity (“homology”) searching. Current protocols in bioinformatics, 42(1), 3-1.
[13] Zhao, Q., & Bhowmick, S. S. (2003). Sequential pattern mining: A survey. ITechnical Report CAIS Nayang Technological University Singapore, 1(26), 135.
[14] Agrawal, R., Mehta, M., Shafer, J. C., Srikant, R., Arning, A., & Bollinger, T. (1996, August). The Quest Data Mining System. In KDD (Vol. 96, pp. 244-249)