Non-intrusive load monitoring: A review and outlook, 2016. ,

Energy disaggregation via discriminative sparse coding, Advances in Neural Information Processing Systems, pp.1153-1161, 2010. ,

Non-intrusive energy disaggregation using non-negative matrix factorization with sumto-k constraint, IEEE Transactions, 2017. ,

Deep sparse coding for non-intrusive load monitoring, IEEE Transactions on Smart Grid, vol.9, issue.5, pp.4669-4678, 2018. ,

Bolt: Energy disaggregation by online binary matrix factorization of current waveforms, Proceedings of the 3rd ACM International Conference on Systems for Energy-Efficient Built Environments, pp.11-20, 2016. ,

A generative model for non-intrusive load monitoring in commercial buildings, Energy and Buildings, vol.177, pp.268-278, 2018. ,

A comparison of non-intrusive load monitoring methods for commercial and residential buildings, 2014. ,

Nonintrusive appliance load monitoring, Proceedings of the IEEE, 1992. ,

Convex and semi-nonnegative matrix factorizations, IEEE transactions on pattern analysis and machine intelligence, vol.32, pp.45-55, 2010. ,

Nonlinear total variation based noise removal algorithms, Physica D: nonlinear phenomena, vol.60, issue.1-4, pp.259-268, 1992. ,

Piecewise constant nonnegative matrix factorization, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp.6721-6725, 2014. ,

Independent component analysis: algorithms and applications, Neural networks, vol.13, issue.4, pp.411-430, 2000. ,

Revisiting sparse ica from a synthesis point of view: Blind source separation for over and underdetermined mixtures, Signal Processing, vol.152, pp.165-177, 2018. ,

, Convex optimization, 2004.

Shift-invariant sparse coding for audio classification, Proceedings of the Twenty-third Conference on Uncertainty in Artificial Intelligence (UAI07), 2007. ,

Learning the morphology of brain signals using alpha-stable convolutional sparse coding, Advances in Neural Information Processing Systems, pp.1099-1108, 2017. ,

URL : https://hal.archives-ouvertes.fr/hal-01590988

SciPy: Open source scientific tools for Python, 2001. ,

A limited memory algorithm for bound constrained optimization, SIAM Journal on Scientific Computing, vol.16, issue.5, pp.1190-1208, 1995. ,