Peer-reviewed journal articles indexed in international databases

  1. Abderrahim Halimi, Paul Honeine, Malika Kharouf, Cédric Richard, Jean-Yves Tourneret,
    Estimating the Intrinsic Dimension of Hyperspectral Images Using a Noise-Whitened Eigengap Approach.
    IEEE Transactions on Geoscience and Remote Sensing 54(7), 3811–3821.
    IEEE, 2016.

Proceedings articles indexed in international databases

  1. Nassara Elhadji Ille Gado, Edith Grall-Maes, Malika Kharouf,
    Linear Discriminant Analysis for Large-Scale data : Application on Text and Image data.
    15th International Conference on Machine Learning and Applications, ICMLA 2016, 961–964.
    2016.
  2. Nassara Elhadji Ille Gado, Edith Grall-Maes, Malika Kharouf,
    Linear kernel PCA and k-means clustering using new estimated eigenvectors of the sample covariance matrix.
    14th International Conference on Machine Learning and Applications, ICMLA 2015.
    2015.

Unindexed proceedings articles

  1. Abderrahim Halimi, Paul Honeine, Malika Kharouf, Cédric Richard, Jean-Yves Tourneret,
    Estimation de la dimension intrinsèque des images hyperspectrales à l'aide d'un modèle à variances isolées.
    Actes du 25-ème Colloque GRETSI sur le Traitement du Signal et des Images, 1–4.
    2015.