Reduction of the number of spectral bands in LANDSAT images with projection methods: pertinence of the resulting information. - Ludovic Journaux; Irène Foucherot; Pierre Gouton (SITIS, 2005)

Comparison of metrics to remove the influence of geometrical conditions on soil reflectance. - François Tavin; Audrey Roman; Sandrine Mathieu-Blanc; Frédéric Baret; Weidong Liu; Ludovic Journaux; Pierre Gouton (IGARSS, 2007)

Texture Classification with Generalized Fourier Descriptors in Dimensionality Reduction Context: An Overview Exploration. - Ludovic Journaux; Marie-France Destain; Johel Mitéran; Alexis Piron; Frédéric Cointault (ANNPR, 2008)

3D Image Acquisition System Based on Shape from Focus Technique. - Bastien Billiot; Frédéric Cointault; Ludovic Journaux; Jean-Claude Simon; Pierre Gouton (Sensors, 2013)

A Methodology and Tool for Rapid Prototyping of Data Warehouses Using Data Mining: Application to Birds Biodiversity. - Lucile Sautot; Sandro Bimonte; Ludovic Journaux; Bruno Faivre (MEDI, 2014)

Une nouvelle approche mixte d'enrichissement de dimensions dans un schéma multidimensionnel en constellation. - Lucile Sautot; Sandro Bimonte; Ludovic Journaux; Bruno Faivre (EDA, 2015)

NLDR methods for high dimensional NIRS dataset : application to vineyard soils characterization. - Clément Delion; Ludovic Journaux; Aurore Payen; Lucile Sautot; Emmanuel Chevigny; Pierre Curmi (ESANN, 2015)

Efficient unsupervised clustering for spatial birds population analysis along the river Loire. - Aurore Payen; Ludovic Journaux; Clément Delion; Lucile Sautot; Bruno Faivre (ESANN, 2015)

Mixed Driven Refinement Design of Multidimensional Models based on Agglomerative Hierarchical Clustering. - Lucile Sautot; Sandro Bimonte; Ludovic Journaux; Bruno Faivre (ICEIS (1), 2015)

Dimension Enrichment with Factual Data During the Design of Multidimensional Models: Application to Bird Biodiversity. - Lucile Sautot; Sandro Bimonte; Ludovic Journaux; Bruno Faivre (ICEIS (Revised Selected Papers), 2015)

The hierarchical agglomerative clustering with Gower index: A methodology for automatic design of OLAP cube in ecological data processing context. - Lucile Sautot; Bruno Faivre; Ludovic Journaux; Paul Molin (Ecol. Informatics, 2015)

Enrichissement de schéma multidimensionnel en constellation grâce à la Classification Ascendante Hiérarchique. - Lucile Sautot; Sandro Bimonte; Ludovic Journaux; Arnaud Larrère; Kévin Saint-Paul; Bruno Faivre (EGC, 2016)

Machine Learning Techniques for Intrusion Detection: A Comparative Analysis. - Yasir Hamid; M. Sugumaran; Ludovic Journaux (ICIA, 2016)

Large-scale nonlinear dimensionality reduction for network intrusion detection. - Yasir Hamid; Ludovic Journaux; John Aldo Lee; Lucile Sautot; Nabi Bushra; M. Sugumaran (ESANN, 2017)

Multidimensional Model Design using Data Mining: A Rapid Prototyping Methodology. - Sandro Bimonte; Lucile Sautot; Ludovic Journaux; Bruno Faivre (Int. J. Data Warehous. Min., 2017)

A novel method for network intrusion detection based on nonlinear SNE and SVM. - Yasir Hamid; Ludovic Journaux; John A. Lee 001; M. Sugumaran (Int. J. Artif. Intell. Soft Comput., 2018)

Benchmark Datasets for Network Intrusion Detection: A Review. - Yasir Hamid; Veeran Ranganathan Balasaraswathi; Ludovic Journaux; Muthukumarasamy Sugumaran (Int. J. Netw. Secur., 2018)

A Convolution Neural Network-Based Seed Classification System. - Yonis Gulzar; Yasir Hamid; Arjumand Bano Soomro; Ali Amer Alwan; Ludovic Journaux (Symmetry, 2020)

A Semi-Automatic Design Methodology for (Big) Data Warehouse Transforming Facts into Dimensions. - Lucile Sautot; Sandro Bimonte; Ludovic Journaux (IEEE Trans. Knowl. Data Eng., 2021)

IA neuro-symbolique pour l'interprétation granulaire des données des bases STUPS© et OTARIES© : défis applicatifs et perspectives. - Sébastien Guillemin; Laurence Dujourdy; Ludovic Journaux; Ana Roxin (CNIA, 2023)

Knowledge-based Drug Samples' Comparison. - Sébastien Guillemin; Ana Roxin; Laurence Dujourdy; Ludovic Journaux (SITIS, 2023)

Forget early exaggeration in t-SNE: early hierarchization preserves global structure. - John A. Lee 001; Edouard Couplet; Pierre Lambert; Ludovic Journaux; Dounia Mulders; Cyril de Bodt; Michel Verleysen (ESANN, 2024)

Weighted horn clause: Extending SWRL to model antecedents' importance and handle missing data. - Sébastien Guillemin; Ana Roxin; Laurence Dujourdy; Ludovic Journaux (Expert Syst. Appl., 2025)