bibliography.bib

@article{Chamroukhi-FDA-2019,
  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 = {Jan.},
  url =  {https://chamroukhi.com/papers/MBCC-FDA.pdf}
}

@article{Chamroukhi-RobustEMMixReg2015,
  Author = {F. Chamroukhi},
  Journal = {Journal of Statistical Computation and Simulation},
  Title = {Unsupervised learning of regression mixture models with unknown number of components},
  volume={86},
  pages={2308--2334},
  month = {Nov},
  year={2016},
  publisher={Taylor \& Francis Online},
  url = {https://chamroukhi.com/papers/Chamroukhi-JSCS-2015.pdf}
}

@article{Chamroukhi-PWRM-2016,
  author = {Faicel Chamroukhi},
  title = {Piecewise Regression Mixture for Simultaneous Functional Data Clustering and Optimal Segmentation},
  journal = {Journal of Classification},
  volume = {33},
  number = {3},
  pages = {374--411},
  year = {2016},
	url = {https://chamroukhi.com/papers/Chamroukhi-PWRM-JournalClassif-2016.pdf}
}

@PhdThesis{Chamroukhi-HDR-2015,
  author = {Chamroukhi, F.},
  title = {Statistical learning of latent data models for complex data analysis},
  school = {Universit\'e de Toulon},
  month = {07 december},
  year = {2015},
  type = {{Habilitation Thesis (HDR)}},
  url={https://chamroukhi.com/FChamroukhi-HDR.pdf}
}

@article{Chamroukhi-FMDA-neucomp2013,
	Author = {Chamroukhi, F. and Glotin, H. and Sam{\'e}, A.},
	Journal = {Neurocomputing},
	Pages = {153-163},
	Title = {Model-based functional mixture discriminant analysis with hidden process regression for curve classification},
	Volume = {112},
	Year = {2013},
	Month = {July},
  url = {https://chamroukhi.com/papers/chamroukhi_et_al_neucomp2013a.pdf}
}

@InProceedings{Chamroukhi-IJCNN-2012,
  author = {F. Chamroukhi and H. Glotin},
  title = {Mixture model-based functional discriminant analysis for curve classification},
  Booktitle = {{Proceedings of the International Joint Conference on Neural Networks (IJCNN), IEEE}},
  Pages = {1--8},
  Address = {Brisbane, Australia},
  month = {June},
  year = {2012},
  url = {https://chamroukhi.com/papers/Chamroukhi-ijcnn-2012.pdf}
}

@InProceedings{Chamroukhi-IJCNN-2011,
  author = {F. Chamroukhi and A. Sam\'e  and P. Aknin and G. Govaert},
  title = {Model-based clustering with Hidden Markov Model regression for time series with regime changes},
  Booktitle = {{Proceedings of the International Joint Conference on Neural Networks (IJCNN), IEEE}},
  Pages = {2814--2821},
  Adress = {San Jose, California, USA},
  year = {2011},
  month = {Jul-Aug},
  url = {https://chamroukhi.com/papers/Chamroukhi-ijcnn-2011.pdf}
}

@article{Chamroukhi-MixRHLP-2011,
	Author = {Sam{\'e}, A. and Chamroukhi, F. and Govaert, G{\'e}rard and Aknin, P.},
	Date-Added = {2014-10-22 20:08:41 +0000},
	Date-Modified = {2014-10-22 20:08:41 +0000},
	Issue = 4,
	Journal = {Advances in Data Analysis and Classification},
	Pages = {301--321},
	Publisher = {Springer Berlin / Heidelberg},
	Title = {Model-based clustering and segmentation of time series with changes in regime},
	Volume = 5,
	Year = {2011},
	url  = {https://chamroukhi.com/papers/adac-2011.pdf}
}

@PhdThesis{Chamroukhi_PhD_2010,
  author = {Chamroukhi, F.},
  title = {Hidden process regression for curve modeling, classification and tracking},
  school = {Universit\'e de Technologie de Compi\`egne},
  month = {13 december},
  year = {2010},
  type = {Ph.D. Thesis},
  url ={https://chamroukhi.com/FChamroukhi-PhD.pdf}
}

@article{chamroukhi_et_al_neurocomp2010,
	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 = {Neurocomputing},
	Number = {7-9},
	Pages = {1210--1221},
	Title = {A hidden process regression model for functional data description. Application to curve discrimination},
	Volume = {73},
	Year = {2010},
	url  = {https://chamroukhi.com/papers/chamroukhi_neucomp_2010.pdf}
}