Non-intrusive load monitoring : A review and outlook, 2016. ,
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 comparison of non-intrusive load monitoring methods for commercial and residential buildings, 2014. ,
A generative model for non-intrusive load monitoring in commercial buildings, Energy and Buildings, vol.177, pp.268-278, 2018. ,
Convex and seminonnegative matrix factorizations, IEEE transactions on pattern analysis and machine intelligence, vol.32, pp.45-55, 2010. ,
Piecewise constant nonnegative matrix factorization, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp.6721-6725, 2014. ,
, Convex optimization, 2004.
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
A limited memory algorithm for bound constrained optimization, SIAM Journal on Scientific Computing, vol.16, issue.5, pp.1190-1208, 1995. ,
Benchmarking solvers for tv-l1 least-squares and logistic regression in brain imaging, Pattern Recognition in Neuroimaging, pp.1-4, 2014. ,
URL : https://hal.archives-ouvertes.fr/hal-00991743
SciPy : Open source scientific tools for Python, 2001. ,
Independent component analysis, a new concept ?, Signal processing, vol.36, issue.3, pp.287-314, 1994. ,
URL : https://hal.archives-ouvertes.fr/hal-00417283
Fast and robust fixed-point algorithms for independent component analysis, IEEE transactions on Neural Networks, vol.10, issue.3, pp.626-634, 1999. ,