MRHLP
Segmentation of multivariate time series with a Multiple Regression model with a Hidden Logistic Process (MRHLP).
If you are using this code, please cite the following papers:
@article{Chamroukhi-MRHLP-2013,
Author = {F. Chamroukhi and D. Trabelsi and S. Mohammed and L. Oukhellou and Y. Amirat},
Journal = {Neurocomputing},
Month = {November},
Pages = {633--644},
Publisher = {Elsevier},
Title = {Joint segmentation of multivariate time series with hidden process regression for human activity recognition},
Volume = {120},
Year = {2013},
note = {},
url = {https://chamroukhi.com/papers/chamroukhi_et_al_neucomp2013b.pdf}
}
@article{Chamroukhi-FDA-2018,
Journal = {Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery},
Author = {Faicel Chamroukhi and Hien D. Nguyen},
Note = {DOI: 10.1002/widm.1298.},
Volume = {},
Title = {Model-Based Clustering and Classification of Functional Data},
Year = {2019},
Month = {to appear},
url = {https://chamroukhi.com/papers/MBCC-FDA.pdf}
}
@article{chamroukhi_et_al_NN2009,
Address = {Oxford, UK, UK},
Author = {Chamroukhi, F. and Sam\'{e}, A. and Govaert, G. and Aknin, P.},
Date-Added = {2014-10-22 20:08:41 +0000},
Date-Modified = {2014-10-22 20:08:41 +0000},
Journal = {Neural Networks},
Number = {5-6},
Pages = {593--602},
Publisher = {Elsevier Science Ltd.},
Title = {Time series modeling by a regression approach based on a latent process},
Volume = {22},
Year = {2009},
url = {https://chamroukhi.com/papers/Chamroukhi_Neural_Networks_2009.pdf}
}
by Faicel Chamroukhi (2011)