A. K. Jardine, D. Lin, and D. Banjevic, A review on machinery diagnostics and prognostics implementing condition-based maintenance, Mechanical Systems and Signal Processing, vol.20, issue.7, pp.1483-1510, 2006.
DOI : 10.1016/j.ymssp.2005.09.012

Y. Crama, P. L. Hammer, and T. Ibaraki, Cause-effect relationships and partially defined Boolean functions, Annals of Operations Research, vol.18, issue.1, pp.299-326, 1988.
DOI : 10.1007/BF02283750
URL : http://orbi.ulg.ac.be/jspui/handle/2268/138872

A. Bennane and S. Yacout, LAD-CBM; new data processing tool for diagnosis and prognosis in condition-based maintenance, Journal of Intelligent Manufacturing, vol.4750, issue.1, pp.265-275, 2012.
DOI : 10.1007/s10845-009-0349-8

M. Mortada, T. Carroll, S. Yacout, and A. Lakis, Rogue components: their effect and control using logical analysis of data, Journal of Intelligent Manufacturing, vol.23, issue.2, pp.289-302, 2012.
DOI : 10.1007/s10845-009-0351-1

M. Mortada, S. Yacout, and A. Lakis, Diagnosis of rotor bearings using logical analysis of data, Journal of Quality in Maintenance Engineering, vol.17, issue.4, pp.371-397, 2011.
DOI : 10.1108/13552511111180186

S. Yacout, Fault detection and diagnosis for condition based maintenance using the Logical Analysis of data, The 40th International Conference on Computers & Indutrial Engineering, 2010.
DOI : 10.1109/ICCIE.2010.5668357

E. Boros, P. L. Hammer, T. Ibaraki, and A. Kogan, Logical analysis of numerical data, Mathematical Programming, vol.27, issue.1-3, pp.163-190, 1997.
DOI : 10.1007/BF02614316

S. Kotsiantis and D. Kanellopoulos, Discretization techniques: a recent survey, GESTS Int. Transact. Comput. Sci. Eng, vol.32, pp.47-58, 2006.

H. Liu, F. Hussain, C. L. Tan, and M. Dash, Discretization: An enabling technique, Data Mining and Knowledge Discovery, vol.6, issue.4, pp.393-423, 2002.
DOI : 10.1023/A:1016304305535

S. Alexe and P. L. Hammer, Accelerated algorithm for pattern detection in logical analysis of data, Discrete Applied Mathematics, vol.154, issue.7, pp.1050-1063, 2006.
DOI : 10.1016/j.dam.2005.03.032

P. L. Hammer, A. Kogan, B. Simeone, and S. Szedmak, Pareto-optimal patterns in logical analysis of data, Discrete Applied Mathematics, vol.144, issue.1-2, pp.79-102, 2004.
DOI : 10.1016/j.dam.2003.08.013

H. S. Ryoo, MILP approach to pattern generation in logical analysis of data, Discrete Applied Mathematics, vol.157, issue.4, pp.749-761, 2009.
DOI : 10.1016/j.dam.2008.07.005

E. Boros, P. L. Hammer, T. Ibaraki, A. Kogan, E. Mayoraz et al., An implementation of logical analysis of data. Knowledge and Data Engineering, IEEE Transactions on, vol.12, issue.2, pp.292-306, 2000.

E. L. Kaplan and P. Meier, Nonparametric Estimation from Incomplete Observations, Journal of the American Statistical Association, vol.37, issue.282, pp.457-481, 1958.
DOI : 10.1214/aoms/1177731566

D. Banjevic and A. K. Jardine, Remaining useful life in condition based maintenance: Is it useful?, Proceedings of MIMAR2007, the 6th IMA International Conference, pp.7-12, 2007.

M. Friedman, A Comparison of Alternative Tests of Significance for the Problem of $m$ Rankings, The Annals of Mathematical Statistics, vol.11, issue.1, pp.86-92, 1940.
DOI : 10.1214/aoms/1177731944

E. Boros, Y. Crama, P. Hammer, T. Ibaraki, A. Kogan et al., Logical analysis of data: classification with justification, Annals of Operations Research, vol.27, issue.1, pp.5-2009, 2009.
DOI : 10.1007/s10479-011-0916-1