Processus de traitement de données radar pour la reconnaissance/identification de cibles aériennes. - Abdelmalek Toumi; Brigitte Hoeltzener; Ali Khenchaf (EGC, 2005)

Préparation des données Radar pour la reconnaissance/identification de cibles aériennes. - Abdelmalek Toumi; Brigitte Hoeltzener; Ali Khenchaf (EGC, 2006)

Using watersheds segmentation on ISAR image for automatic target recognition. - Abdelmalek Toumi; Brigitte Hoeltzener; Ali Khenchaf (ICDIM, 2007)

Suivi d'automobiles par classification hiérarchique. - Abdelmalek Toumi; Christophe Osswald; Ali Khenchaf (EGC, 2010)

Pose estimation for ISAR image classification. - Mohamed Nabil Saidi; Abdelmalek Toumi; Ali Khenchaf; Brigitte Hoeltzener; Driss Aboutajdine (IGARSS, 2010)

Log-polar and polar image for recognition targets. - Abdelmalek Toumi; Ali Khenchaf (IGARSS, 2010)

Classification des aéronefs par estimation de la pose. - Mohamed Nabil Saidi; Abdelmalek Toumi; Ali Khenchaf; Driss Aboutajdine (EGC, 2011)

A retrieval system from inverse synthetic aperture radar images: Application to radar target recognition. - Abdelmalek Toumi; Ali Khenchaf; Brigitte Hoeltzener (Inf. Sci., 2012)

A Column Generation Based Label Correcting Approach for the Sensor Management in an Information Collection Process. - Duc Manh Nguyen 001; Frédéric Dambreville; Abdelmalek Toumi; Jean-Christophe Cexus; Ali Khenchaf (Advanced Computational Methods for Knowledge Engineering, 2013)

Prediction of water quality parameters from SAR images by using multivariate and texture analysis models. - Muntadher A. Shareef; Abdelmalek Toumi; Ali Khenchaf (SAR, 2014)

ISAR image formation with a combined empirical mode decomposition and time frequency representation. - Hadj Ahmed Bay Ahmed; Jean-Christophe Cexus; Abdelmalek Toumi (EUSIPCO, 2015)

Estimation and characterization of physical and inorganic chemical indicators of water quality by using SAR images. - Muntadher A. Shareef; Abdelmalek Toumi; Ali Khenchaf (SAR, 2015)

A non-Gaussian statistical modeling of SIFT and DT-CWT for radar target recognition. - Ayoub Karine; Abdelmalek Toumi; Ali Khenchaf; Mohammed El Hassouni (AICCSA, 2016)

Estimating of water quality parameters using SAR and thermal microwave remote sensing data. - Muntadher A. Shareef; Abdelmalek Toumi; Ali Khenchaf (ATSIP, 2016)

Target recognition using IFFT and MUSIC ISAR images. - Abdelmalek Toumi; Ali Khenchaf (ATSIP, 2016)

Generic and massively concurrent computation of belief combination rules: a MapReduce approach. - Frédéric Dambreville; Abdelmalek Toumi (BDAW, 2016)

Aircraft recognition using a statistical model and sparse representation. - Ayoub Karine; Abdelmalek Toumi; Ali Khenchaf; Mohammed El Hassouni (BDAW, 2016)

Study of the Electromagnetic Scattering Models for Water Parameters Estimation from TerraSAR-X Images. - Soufiane Lamghari; Ali Khenchaf; Abdelmalek Toumi; Mohammed El Hassouni (BDAW, 2016)

Visual salient sift keypoints descriptors for automatic target recognition. - Ayoub Karine; Abdelmalek Toumi; Ali Khenchaf; Mohammed El Hassouni (EUVIP, 2016)

Quantitative measures in ISAR image formation based on time-frequency representations. - Jean-Christophe Cexus; Abdelmalek Toumi; Orian Couderc (ATSIP, 2017)

Saliency attention and sift keypoints combination for automatic target recognition on MSTAR dataset. - Ayoub Karine; Abdelmalek Toumi; Ali Khenchaf; Mohammed El Hassouni (ATSIP, 2017)

Classification parcimonieuse pour l'aide à la reconnaissance de cibles radar. - Ayoub Karine; Abdelmalek Toumi; Ali Khenchaf; Mohammed El Hassouni (EGC, 2017)

Target Recognition in Radar Images Using Weighted Statistical Dictionary-Based Sparse Representation. - Ayoub Karine; Abdelmalek Toumi; Ali Khenchaf; Mohammed El Hassouni (IEEE Geosci. Remote. Sens. Lett., 2017)

Radar target recognition using time-frequency analysis and polar transformation. - Jean-Christophe Cexus; Abdelmalek Toumi (ATSIP, 2018)

Target recognition in ISAR images based on relative phases of complex wavelet coefficients and sparse classification. - Ayoub Karine; Abdelmalek Toumi; Ali Khenchaf; Mohammed El Hassouni (ATSIP, 2018)

Target classification using convolutional deep learning and auto-encoder models. - Sarra Zaied; Abdelmalek Toumi; Ali Khenchaf (ATSIP, 2018)

Aircraft Target Recognition Using Copula Joint Statistical Model and Sparse Representation Based Classification. - Ayoub Karine; Abdelmalek Toumi; Ali Khenchaf; Mohammed El Hassouni (IGARSS, 2018)

Radar Target Recognition Using Salient Keypoint Descriptors and Multitask Sparse Representation. - Ayoub Karine; Abdelmalek Toumi; Ali Khenchaf; Mohammed El Hassouni (Remote. Sens., 2018)

Solving the Problem of Coordination and Control of Multiple UAVs by Using the Column Generation Method. - Duc Manh Nguyen 001; Frédéric Dambreville; Abdelmalek Toumi; Jean-Christophe Cexus; Ali Khenchaf (WCGO, 2019)

Target recognition from ISAR image using polar mapping and shape matrix. - Jean-Christophe Cexus; Abdelmalek Toumi; Maroua Riahi (ATSIP, 2020)

Multivariate copula statistical model and weighted sparse classification for radar image target recognition. - Ayoub Karine; Abdelmalek Toumi; Ali Khenchaf; Mohammed El Hassouni (Comput. Electr. Eng., 2020)

A proposal learning strategy on CNN architectures for targets classification. - Abdelmalek Toumi; Jean-Christophe Cexus; Ali Khenchaf (ATSIP, 2022)

Application de l'IA au désentrelacement de formes d'onde radar. - Louis Lesieur; Vincent Guardia; Ali Khenchaf; Jean-Marc Le Caillec; Cédric Cornu; Abdelmalek Toumi (APIA, 2023)

Siamese Neural Network for Automatic Target Recognition Using Synthetic Aperture Radar. - Yasmine Khenchaf; Abdelmalek Toumi (IGARSS, 2023)

Machine Learning Assessment of Anti-Spoofing Techniques for GNSS Receivers. - Gabriel Marchand; Abdelmalek Toumi; Gonzalo Seco-Granados; José A. Lopez-Salcedo (WIPHAL, 2023)

Combined Deep learning architectures using Fusion Rules for Target Recognition in SAR images. - K. Cheikh; N. Mimoun; R. Aitahcene; Abdelmalek Toumi (ATSIP, 2024)

Comparative performances of CNN models for SAR Targets classification. - Abdelmalek Toumi; Jean-Christophe Cexus; Ali Khenchaf (ATSIP, 2024)

An Overview and Classification of Machine Learning Approaches for Radar Signal Deinterleaving. - Louis Lesieur; Jean-Marc Le Caillec; Ali Khenchaf; Vincent Guardia; Abdelmalek Toumi (IEEE Access, 2025)