C. C. Aggarwal, Outlier Analysis, 2016.

M. Bierlaire, J. Chen, and J. Newman, A probabilistic map matching method for smartphone GPS data, Transportation Research Part C: Emerging Technologies, vol.26, pp.78-98, 2013.
DOI : 10.1016/j.trc.2012.08.001

W. Chen, F. Guo, W. , and F. , A survey of traffic data visualization. Intelligent Transportation Systems, IEEE Transactions on, vol.16, issue.6, pp.2970-2984, 2015.

N. Cressie and C. K. Wikle, Statistics for spatio-temporal data, 2015.

A. B. Cruz, J. Ferreira, B. Monteiro, R. Coutinho, F. Porto et al., DetecçDetecç?Detecção de anomalias no transporte rodoviário urbano, Proceedings of the 32nd Brazilian Symposium on Databases (SBBD), pp.240-245, 2017.

N. Ferreira, J. Poco, H. T. Vo, J. Freire, and C. T. Silva, Visual exploration of big spatio-temporal urban data: A study of new york city taxi trips. Visualization and Computer Graphics, IEEE Transactions on, vol.19, issue.12, pp.2149-2158, 2013.

F. Giannotti, M. Nanni, F. Pinelli, and D. Pedreschi, Trajectory pattern mining, Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining , KDD '07, pp.330-339, 2007.
DOI : 10.1145/1281192.1281230

J. Han, M. Kamber, P. , and J. , Data Mining, 2011.
DOI : 10.1145/233269.233324
URL : https://hal.archives-ouvertes.fr/hal-01534761

A. Lakhina, M. Crovella, and C. Diot, Diagnosing network-wide traffic anomalies, In ACM SIGCOMM Computer Communication Review, pp.219-230, 2004.

B. Liu, W. Hsu, S. Chen, M. , and Y. , Analyzing the subjective interestingness of association rules, IEEE Intelligent Systems and their Applications, pp.47-55, 2000.

K. Mcgarry, A survey of interestingness measures for knowledge discovery, The Knowledge Engineering Review, vol.20, issue.01, pp.39-61, 2005.
DOI : 10.1017/S0269888905000408

Y. Tao, G. Kollios, J. Considine, F. Li, and D. Papadias, Spatio-temporal aggregation using sketches, Proceedings -International Conference on Data Engineering, pp.214-225, 2004.

, World urbanization prospects. https://www.unilibrary .org/content, United Nations, pp.527-5125, 2014.