Malika Kharouf

Publication Activity (10 Years)

Years Active: 2008-2022
Publications (10 Years): 8

Top Topics

Hyperspectral Images

Covariance Matrix

Linear Discriminant

Dealing With High Dimensional Data

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Publications

Togo Jean Yves Kioye, Malika Kharouf, Khac Tuan Huynh
Random Matrix-Based Approach for Data Reduction and Sensor Selection with Application to Degradation Index Construction. ICSRS (2022)
Malika Kharouf, Tabea Rebafka, Nataliya Sokolovska
Consistent Spectral Methods for Dimensionality Reduction. EUSIPCO (2018)
Nassara Elhadji Ille Gado, Edith Grall-Maës, Malika Kharouf
Linear Discriminant Analysis based on Fast Approximate SVD. ICPRAM (2017)
Nassara Elhadji-Ille-Gado, Edith Grall-Maës, Malika Kharouf
Transfer Learning for Large Scale Data Using Subspace Alignment. ICMLA (2017)
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 Trans. Geosci. Remote. Sens. 54 (7) (2016)
Nassara Elhadji Ille Gado, Edith Grall-Maës, Malika Kharouf
Linear Discriminant Analysis for Large-Scale Data: Application on Text and Image Data. ICMLA (2016)
Abderrahim Halimi, Paul Honeine, Malika Kharouf, Cédric Richard, Jean-Yves Tourneret
Estimating the Intrinsic Dimension of Hyperspectral Images Using an Eigen-Gap Approach. CoRR (2015)
Nassara Elhadji Ille Gado, Edith Grall-Maës, Malika Kharouf
Linear KernelPCA and K-Means Clustering Using New Estimated Eigenvectors of the Sample Covariance Matrix. ICMLA (2015)
Abla Kammoun, Malika Kharouf, Romain Couillet, Jamal Najim, Mérouane Debbah
On the fluctuations of the SINR at the output of the Wiener filter for non centered channels: The non Gaussian case. ICASSP (2012)
Abla Kammoun, Malika Kharouf, Walid Hachem, Jamal Najim
A central limit theorem for the SINR at the LMMSE estimator output for large-dimensional signals. IEEE Trans. Inf. Theory 55 (11) (2009)
Abla Kammoun, Malika Kharouf, Walid Hachem, Jamal Najim
BER and outage probability approximations for LMMSE detectors on correlated MIMO channels. IEEE Trans. Inf. Theory 55 (10) (2009)
Abla Kammoun, Malika Kharouf, Walid Hachem, Jamal Najim
BER and Outage Probability Approximations for LMMSE Detectors on Correlated MIMO Channels CoRR (2008)
Abla Kammoun, Malika Kharouf, Walid Hachem, Jamal Najim
A Central Limit Theorem for the SINR at the LMMSE Estimator Output for Large Dimensional Signals CoRR (2008)
Abla Kammoun, Malika Kharouf, Walid Hachem, Jamal Najim
A Central Limit Theorem for the SNR at the Wiener Filter Output for Large Dimensional Signals CoRR (2008)