J. S. Bendat and A. G. Piersol, Random Data-Analysis and Measurement Procedures, Journal of Vibration Acoustics Stress and Reliability in Design, vol.111, issue.3, p.1825, 2000.
DOI : 10.1115/1.3269865

M. Hassan, J. Terrien, A. Alexandersson, C. Marque, and B. Karlsson, Nonlinearity of EHG signals used to distinguish active labor from normal pregnancy contractions, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology, pp.2387-2390, 2010.
DOI : 10.1109/IEMBS.2010.5627413

T. Takahashi, R. Y. Cho, T. Mizuno, M. Kikuchi, T. Murata et al., Antipsychotics reverse abnormal EEG complexity in drug-naive schizophrenia: A multiscale entropy analysis, NeuroImage, vol.51, issue.1, pp.51-173, 2010.
DOI : 10.1016/j.neuroimage.2010.02.009

Y. Shiogai, A. Stefanovska, and P. V. Mcclintock, Nonlinear dynamics of cardiovascular ageing, Physics Reports, vol.488, issue.2-3, pp.51-110, 2010.
DOI : 10.1016/j.physrep.2009.12.003

M. Mohebbi and H. Ghassemian, Prediction of paroxysmal atrial fibrillation based on non-linear analysis and spectrum and bispectrum features of the heart rate variability signal, Computer Methods and Programs in Biomedicine, vol.105, issue.1, pp.40-49, 2012.
DOI : 10.1016/j.cmpb.2010.07.011

H. Xie, Y. Zheng, J. Guo, C. , and X. , Cross-fuzzy entropy: A new method to test pattern synchrony of bivariate time series, Information Sciences, vol.180, issue.9, pp.180-1715, 2010.
DOI : 10.1016/j.ins.2010.01.004

M. Lucovnik, R. J. Kuon, L. R. Chambliss, W. L. Maner, S. Q. Shi et al., Use of uterine electromyography to diagnose term and preterm labor, Acta Obstetricia et Gynecologica Scandinavica, vol.94, issue.Suppl 1, pp.90-150, 2011.
DOI : 10.1111/j.1600-0412.2010.01031.x

R. E. Garfield, W. L. Maner, L. B. Mackay, . Schlembach, . Dietmar et al., Comparing uterine electromyography activity of antepartum patients versus term labor patients, American Journal of Obstetrics and Gynecology, vol.193, issue.1, pp.23-29, 2005.
DOI : 10.1016/j.ajog.2005.01.050

D. Schlembach, W. L. Maner, R. E. Garfield, and H. Maul, Monitoring the progress of pregnancy and labor using electromyography, European Journal of Obstetrics & Gynecology and Reproductive Biology, vol.144, issue.1, pp.33-42, 2009.
DOI : 10.1016/j.ejogrb.2009.02.016

M. Hassan, A. Alexandersson, J. Terrien, C. Muszynski, C. Marque et al., Better pregnancy monitoring using nonlinear propagation analysis of external uterine 14

A. Diab, M. Hassan, B. Karlsson, and C. Marque, Effect of decimation on the classification rate of nonlinear analysis methods applied to uterine EMG signals, IRBM journal, p.2013

D. Radomski, A. Grzanka, S. Graczyk, and A. Przelaskowski, Assessment of Uterine Contractile Activity during a Pregnancy Based on a Nonlinear Analysis of the Uterine Electromyographic Signal, Information Technologies in Biomedicine, pp.325-331, 2008.
DOI : 10.1007/978-3-540-68168-7_37

G. Fele-zorz, G. Kavsek, Z. Novak-antolic, and F. Jager, A comparison of various linear and non-linear signal processing techniques to separate uterine EMG records of term and pre-term delivery groups, Med Biol Eng Comput, issue.9, pp.46-911, 2008.

J. Vrhovec, Evaluating the progress of the labour with sample entropy calculated from the uterine EMG activity. Elektrotehniski vestnik-Electrotechnical Review, pp.165-170, 2009.

A. Diab, M. Hassan, C. Marque, and B. Karlsson, Quantitative performance analysis of four methods of evaluating signal nonlinearity: Application to uterine EMG signals, 2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012.
DOI : 10.1109/EMBC.2012.6346113

M. Hassan, J. Terrien, B. Karlsson, and C. Marque, Comparison between approximate entropy, correntropy and time reversibility: Application to uterine electromyogram signals, oct 2011, pp.980-986
DOI : 10.1016/j.medengphy.2011.03.010

C. Diks, J. C. Van-houwelingen, F. Takens, and J. Degoede, Reversibility as a criterion for discriminating time series, Physics Letters A, vol.201, issue.2-3, pp.2-3, 1995.
DOI : 10.1016/0375-9601(95)00239-Y

J. S. Richman and J. R. Moorman, Physiological time-series analysis using approximate entropy and sample entropy, American Journal of Physiology-Heart and Circulatory Physiology, issue.6, pp.278-2039, 2000.

T. Gautama, D. P. Mandic, V. Hulle, and M. M. , The delay vector variance method for detecting determinism and nonlinearity in time series, Physica D: Nonlinear Phenomena, vol.190, issue.3-4, pp.190-193, 2004.
DOI : 10.1016/j.physd.2003.11.001

A. Wolf, J. B. Swift, H. L. Swinney, and J. A. Vastano, Determining Lyapunov exponents from a time series, Physica D: Nonlinear Phenomena, vol.16, issue.3, pp.285-317, 1985.
DOI : 10.1016/0167-2789(85)90011-9

S. M. Pincus, Approximate entropy as a measure of system complexity., Proceedings of the National Academy of Sciences, vol.88, issue.6, pp.2297-2301, 1991.
DOI : 10.1073/pnas.88.6.2297

G. A. Casas and P. C. Rech, Multistability annihilation in the H??non map through parameters modulation, Communications in Nonlinear Science and Numerical Simulation, vol.17, issue.6, pp.17-2570, 2012.
DOI : 10.1016/j.cnsns.2011.10.031

B. Karlsson, J. Terrien, V. Guðmundsson, T. Steingrímsdóttir, and C. Marque, Abdominal EHG on a 4 by 4 grid: mapping and presenting the propagation of uterine contractions, 11th Mediterranean Conference on Medical and Biological Engineering and Computing, pp.139-425, 2007.
DOI : 10.1007/978-3-540-73044-6_35
URL : https://hal.archives-ouvertes.fr/hal-00290039

T. Schreiber and A. Schmitz, Surrogate time series, Physica D: Nonlinear Phenomena, vol.142, issue.3-4, pp.346-382, 2000.
DOI : 10.1016/S0167-2789(00)00043-9

S. Kuntamalla and R. L. , The Effect of Aging on Nonlinearity and Stochastic Nature of Heart Rate Variability Signal Computed using Delay Vector Variance Method, International Journal of Computer Applications, vol.14, issue.5, pp.40-44, 2011.
DOI : 10.5120/1837-2470

S. Sla?ana, Surrogate data test for nonlinearity of the rat cerebellar electrocorticogram in the model of brain injury, Signal Processing, issue.12, pp.90-3015, 2010.

M. Hassan, J. Terrien, A. Alexandersson, C. Marque, and B. Karlsson, Improving the classification rate of labor vs. normal pregnancy contractions by using EHG multichannel recordings, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology, pp.4642-4645, 2010.
DOI : 10.1109/IEMBS.2010.5626486