Adaptive fuzzy partition in database mining: application to olfaction. - Marco Pintore; K. Audouze; Frédéric Ros; Jacques R. Chrétien (Data Sci. J., 2002)

Automatic and real-time inspection system for smart card module inspection. - Frédéric Ros; Jerome Borla; Rachid Harba (J. Electronic Imaging, 2008)

Hybrid genetic algorithm for dual selection. - Frédéric Ros; Serge Guillaume; Marco Pintore; Jacques R. Chrétien (Pattern Anal. Appl., 2008)

Use of neighborhood and stratification approaches to speed up instance selection algorithm. - Frédéric Ros; Rachid Harba; Nadège Piclin; Marco Pintore (SoCPaR, 2010)

Fast instance selection hybrid algorithm adapted to large data sets. - Frédéric Ros; Rachid Harba (SoCPaR, 2011)

Fast dual selection using genetic algorithms for large data sets. - Frédéric Ros; Rachid Harba; Marco Pintore (ISDA, 2012)

New image watermarking algorithm based on mixed scales wavelets. - Mohamed El Hajji; Hassan Douzi; Driss Mammass; Rachid Harba; Frédéric Ros (J. Electronic Imaging, 2012)

Evaluation of a Fourier Watermarking Method Robustness to Cards Durability Attacks. - Rabia Riad; Mohamed El Hajji; Hassan Douzi; Rachid Harba; Frédéric Ros (ICISP, 2014)

Print-and-scan counterattacks for plastic card supports Fourier watermarking. - Rabia Riad; Rachid Harba; Hassan Douzi; Mohamed El Hajji; Frédéric Ros (ISIE, 2014)

Potential of Particle Swarm Optimization and Genetic Algorithms for FIR Filter Design. - Kamal Boudjelaba; Frédéric Ros; Djamel Chikouche (Circuits Syst. Signal Process., 2014)

An efficient hybrid genetic algorithm to design finite impulse response filters. - Kamal Boudjelaba; Frédéric Ros; Djamel Chikouche (Expert Syst. Appl., 2014)

Adaptive genetic algorithm-based approach to improve the synthesis of two-dimensional finite impulse response filters. - Kamal Boudjelaba; Frédéric Ros; Djamel Chikouche (IET Signal Process., 2014)

A new density-based sampling algorithm. - Frédéric Ros; Serge Guillaume (IFSA-EUSFLAT, 2015)

A fast and flexible instance selection algorithm adapted to non-trivial database sizes. - Frédéric Ros; Rachid Harba; Marco Pintore; Serge Guillaume (Intell. Data Anal., 2015)

A JND Model Using a Texture-Edge Selector Based on Faber-Schauder Wavelet Lifting Scheme. - Meina Amar; Rachid Harba; Hassan Douzi; Frédéric Ros; Mohamed El Hajji; Rabia Riad; Khadija Gourrame (ICISP, 2016)

Robust Print-cam Image Watermarking in Fourier Domain. - Khadija Gourrame; Hassan Douzi; Rachid Harba; Frédéric Ros; Mohamed El Hajji; Rabia Riad; Meina Amar (ICISP, 2016)

DENDIS: A new density-based sampling for clustering algorithm. - Frédéric Ros; Serge Guillaume (Expert Syst. Appl., 2016)

DIDES: a fast and effective sampling for clustering algorithm. - Frédéric Ros; Serge Guillaume (Knowl. Inf. Syst., 2017)

ProTraS: A probabilistic traversing sampling algorithm. - Frédéric Ros; Serge Guillaume (Expert Syst. Appl., 2018)

A hierarchical clustering algorithm and an improvement of the single linkage criterion to deal with noise. - Frédéric Ros; Serge Guillaume (Expert Syst. Appl., 2019)

Munec: a mutual neighbor-based clustering algorithm. - Frédéric Ros; Serge Guillaume (Inf. Sci., 2019)

A zero-bit Fourier image watermarking for print-cam process. - Khadija Gourrame; Hassan Douzi; Rachid Harba; Rabia Riad; Frédéric Ros; Meina Amar; Mohamed El Hajji (Multim. Tools Appl., 2019)

Image Watermarking Based on Fourier-Mellin Transform. - Khadija Gourrame; Hassan Douzi; Rachid Harba; Rabia Riad; Frédéric Ros; Mehamed ElHajji (ICISP, 2020)

Vine Disease Detection by Deep Learning Method Combined with 3D Depth Information. - Mohamed Kerkech; Adel Hafiane; Raphaël Canals; Frédéric Ros (ICISP, 2020)

Texture Analysis and Genetic Algorithms for Osteoporosis Diagnosis. - Laatra Yousfi; Lotfi Houam; Abdelhani Boukrouche; Eric Lespessailles; Frédéric Ros; Rachid Jennane (Int. J. Pattern Recognit. Artif. Intell., 2020)

KdMutual: A novel clustering algorithm combining mutual neighboring and hierarchical approaches using a new selection criterion. - Frédéric Ros; Serge Guillaume; Mohamed El Hajji; Rabia Riad (Knowl. Based Syst., 2020)

A progressive sampling framework for clustering. - Frédéric Ros; Serge Guillaume (Neurocomputing, 2021)

An industrial portrait background removal solution based on knowledge infusion. - Rabia Riad; Frédéric Ros; Mohamed El Hajji; Rachid Harba (Appl. Intell., 2022)

Path-scan: A novel clustering algorithm based on core points and connexity. - Frédéric Ros; Serge Guillaume; Rabia Riad (Expert Syst. Appl., 2022)

Detection of natural clusters via S-DBSCAN a Self-tuning version of DBSCAN. - Frédéric Ros; Serge Guillaume; Rabia Riad; Mohamed El Hajji (Knowl. Based Syst., 2022)

KGIC : Intégration de graphe de connaissances pour la classification d'images. - Franck Anaël Mbiaya; Christel Vrain; Frédéric Ros; Thi-Bich-Hanh Dao; Yves Lucas (EGC, 2023)

A preventive and curative watermarking scheme for an industrial solution. - Rabia Riad; Frédéric Ros; Khadija Gourrame; Mohamed El Hajji; Hassan Douzi; Rachid Harba (Multim. Tools Appl., 2023)

PDBI: A partitioning Davies-Bouldin index for clustering evaluation. - Frédéric Ros; Rabia Riad; Serge Guillaume (Neurocomputing, 2023)

Digital Twins of Natural Resources in the Loire Valley. - Félix Iglesias Vázquez; Lynh Hoang Vy Thuy; Laurence Gourcy; Agnes Grossel; Amélie De Filippis; Jean-Sébastien Moquet; Frédéric Ros (DS (LB), 2024)

Knowledge graph-based image classification. - Franck Anaël Mbiaya; Christel Vrain; Frédéric Ros; Thi-Bich-Hanh Dao; Yves Lucas (Data Knowl. Eng., 2024)

DLCS: A deep learning-based Clustering solution without any clustering algorithm, Utopia? - Frédéric Ros; Rabia Riad (Knowl. Based Syst., 2024)

Deep clustering framework review using multicriteria evaluation. - Frédéric Ros; Rabia Riad; Serge Guillaume (Knowl. Based Syst., 2024)

Cam-Unet: Print-Cam Image Correction for Zero-Bit Fourier Image Watermarking. - Said Boujerfaoui; Hassan Douzi; Rachid Harba; Frédéric Ros (Sensors, 2024)