A. Buzmakov, S. O. Kuznetsov, and A. Napoli, On evaluating interestingness measures for closed itemsets, 7th European Starting AI Researcher Symposium (STAIRS 2014), vol.264, pp.71-80, 2014.
URL : https://hal.archives-ouvertes.fr/hal-01095927

D. Filson, The impact of e-commerce strategies on firm value: Lessons from Amazon.com and its early competitors, The Journal of Business, vol.77, issue.S2, pp.135-154, 2004.

V. Finn, Plausible reasonning in systems of jsm-type, Itogi Nauki Tekh, vol.15, pp.54-101, 1991.

B. Ganter and R. Wille, Formal concept analysis-mathematical foundations, 1999.

M. Garca-borroto, J. Martnez-trinidad, and J. Carrasco-ochoa, A survey of emerging patterns for supervised classification, Artificial Intelligence Review, vol.42, issue.4, pp.705-721, 2014.

S. Goel, J. M. Hofman, and M. I. Sirer, Who does what on the web: A large-scale study of browsing behavior, ICWSM, 2012.

C. I. Guvence-rodoper, I. Benbasat, and R. T. Cenfetelli, Adoption of B2B Exchanges: Effects of IT-Mediated Website Services, Website Functionality, Benefits, and Costs. ICIS 2008 Proceedings, 2008.

R. He, M. Yuan, J. Hu, H. Zhang, Z. Kan et al., A novel service-oriented AAA architecture, vol.3, pp.2833-2837, 2003.

D. Herrmann, C. Banse, and H. Federrath, Behavior-based tracking: Exploiting characteristic patterns in DNS traffic, Computer & Security, pp.1-17, 2013.

M. Klimushkin, S. A. Obiedkov, R. , and C. , Approaches to the selection of relevant concepts in the case of noisy data, Formal Concept Analysis, 8th International Conference, ICFCA 2010, pp.255-266, 2010.

R. Kumar and A. Tomkins, A characterization of online browsing behavior, Proceedings of the 19th international conference on World wide web, pp.561-570, 2010.
DOI : 10.1145/1772690.1772748

S. O. Kuznetsov, Complexity of learning in concept lattices from positive and negative examples, Discrete Applied Mathematics, vol.142, issue.1-3, pp.111-125, 2004.

S. O. Kuznetsov, Machine learning and formal concept analysis, proceedings Second International Conference on Formal Concept Analysis, vol.2961, pp.287-312, 2004.
DOI : 10.1007/978-3-540-24651-0_25

S. O. Kuznetsov, On stability of a formal concept, Ann. Math. Artif. Intell, vol.49, issue.1-4, pp.101-115, 2007.

S. O. Kuznetsov and T. P. Makhalova, On interestingness measures of formal concepts, Inf. Sci, pp.202-219, 2018.
DOI : 10.1016/j.ins.2018.02.032

URL : http://arxiv.org/pdf/1611.02646

F. Lagier, Cybercriminalité : 120.000 victimes d'usurpation d'identité chaque année en france, 2013.

P. K. Novak, N. Lavra?, W. , and G. I. , Supervised descriptive rule discovery: A unifying survey of contrast set, emerging pattern and subgroup mining, The Journal of Machine Learning Research, vol.10, pp.377-403, 2009.

K. Ramamohanarao and H. Fan, Patterns based classifiers, World Wide Web, vol.10, issue.1, pp.71-83, 2007.
DOI : 10.1007/s11280-006-0012-7

G. Salton, Automatic text processing: The transformation, analysis and retrieval of information by computer, 1989.

E. Shi, Y. Niu, M. Jakobsson, and R. Chow, Implicit authentication through learning user behavior, Information Security13th International Conference, ISC 2010, pp.99-113, 2010.
DOI : 10.1007/978-3-642-18178-8_9

R. Srikant and R. Agrawal, Mining sequential patterns: Generalizations and performance improvements, 1996.
DOI : 10.1007/bfb0014140

T. Stockinger, Implicit authentication on mobile devices, The Media Informatics Advanced Seminar on Ubiquitous Computing, 2011.

L. Szathmary, Symbolic Data Mining Methods with the Coron Platform, 2006.
URL : https://hal.archives-ouvertes.fr/tel-01754284

I. Ullah, G. Bonnet, G. Doyen, and D. Gati, Un classifieur du comportement des utilisateurs dans les applications pair-pair de streaming vido. CFIP 2011-Colloque Francophone sur l'Ingénierie des Protocoles, 2011.

Y. C. Yang, Web user behavioral profiling for user identification, Decision Support Systems, vol.49, issue.3, pp.261-271, 2010.
DOI : 10.1016/j.dss.2010.03.001

M. J. Zaki, Spade: An efficient algorithm for mining frequent sequences, Machine learning, vol.42, issue.1-2, pp.31-60, 2001.

M. J. Zaki and C. Hsiao, Efficient algorithms for mining closed itemsets and their lattice structure, IEEE Transactions on knowledge and data engineering, vol.17, issue.4, pp.462-478, 2002.
DOI : 10.1109/tkde.2005.60