Mon cv

Lucile Sautot, Sandro Bimonte, Ludovic Journaux. A semi-automatic design methodology for (Big) Data Warehouse transforming facts into dimensions. IEEE Transactions on Knowledge and Data Engineering, Institute of Electrical and Electronics Engineers, 2021, 33 (1), pp.28-42. ⟨10.1109/TKDE.2019.2925621⟩. ⟨hal-02272160⟩

Yonis Gulzar, Yasir Hamid, Arjumand Bano Soomro, Ali Alwan, Ludovic Journaux. A Convolution Neural Network-Based Seed Classification System. Symmetry, MDPI, 2020, 12 (12), pp.18. ⟨10.3390/sym12122018⟩. ⟨hal-03055108⟩

Ambroise Marin, Emmanuel Denimal, Lucie Bertheau, Stéphane Guyot, Ludovic Journaux, et al.. Automatic Counting of Intra-Cellular Ribonucleo-Protein Aggregates in Saccharomyces cerevisiae Using a Textural Approach. Microscopy and Microanalysis, Cambridge University Press (CUP), 2019, 25 (1), pp.164-179. ⟨10.1017/S1431927619000084⟩. ⟨hal-02171876⟩

Thierry Tran, Emmanuel Denimal, Céline Lafarge, Ludovic Journaux, John Aldo Lee, et al.. Effect of high hydrostatic pressure on extraction of B-phycoerythrin from Porphyridium cruentum: Use of confocal microscopy and image processing. Algal Research - Biomass, Biofuels and Bioproducts, Elsevier, 2019, 38 (UNSP 101394), pp.1-8. ⟨10.1016/j.algal.2018.101394⟩. ⟨hal-02173597⟩

Yasir Hamid, Balasaraswathi Ranganathan, Ludovic Journaux, Sugumaran Muthukumarasamy. Benchmark Datasets for Network Intrusion Detection: A Review. International Journal of Network Security, 2018, 20, pp.1-10. ⟨10.6633/IJNS.2018xx.20(x).xx⟩. ⟨hal-01963591⟩

Yasir Hamid, Balasaraswathi Ranganathan, Ludovic Journaux, Qaiser Farooq, Sugumaran Muthukumarasamy. An Improvised k-NN Respecting Diversity of Data for Network Intrusion Detection. International Journal of Intelligent Engineering and Systems, 2017, 10 (3), pp.409 - 417. ⟨10.22266/ijies2017.0630.46⟩. ⟨hal-01566025⟩

Céline Lafarge, Ludovic Journaux, Aline Bonnotte, Jeannine Lherminier, John Aldo Lee, et al.. Trapping of carvacrol by konjac glucomannan-potato starch gels: Stability from macroscopic to microscopic scale, using image processing. Food Hydrocolloids, Elsevier, 2017, 66, pp.216 - 226. ⟨10.1016/j.foodhyd.2016.11.020⟩. ⟨hal-01509859⟩

Sandro Bimonte, Lucile Sautot, Ludovic Journaux, Bruno Faivre. Multidimensional Model Design using Data Mining: A Rapid Prototyping Methodology. International Journal of Data Warehousing and Mining (JDWM), IGI Global, 2017, INTERNATIONAL JOURNAL OF DATA WAREHOUSING AND MINING, 13 (1), pp.1-35. ⟨10.4018/IJDWM.2017010101⟩. ⟨hal-01464597⟩

Yasir Hamid, Ludovic Journaux, Firdous A. Shah,, M Sugumaran. A Coalesce of SNE-Wavelet-SVM Technique for Network Intrusion Detection. International Journal of Security and Its Applications, 2017, 11 (5), pp.1-14. ⟨10.14257/ijsia.2017.10.5.01⟩. ⟨hal-01565862⟩

Emmanuel Denimal, Ambroise Marin, Stéphane Guyot, Ludovic Journaux, Paul Molin. Automatic Biological Cell Counting Using a Modified Gradient Hough Transform. Microscopy and Microanalysis, Cambridge University Press (CUP), 2017, 23 (01), pp.11 - 21. ⟨10.1017/S1431927616012617⟩. ⟨hal-01509941⟩

Yasir Hamid, Ludovic Journaux, John Aldo Leea, M Sugumaran. A novel method for network intrusion detection based on nonlinear SNE and SVM. International Journal on Soft Computing, Artificial Intelligence and Applications (IJSCAI) , 2017, 6 (4), pp.265-286. ⟨hal-03618218⟩

Yasir Hamid, M Sugumaran, Ludovic Journaux. A Fusion of Feature Extraction and Feature Selection Technique for Network Intrusion Detection. International Journal of Security and Its Applications, 2016, 10 (8), pp.151-158. ⟨10.14257/ijsia.2016.10.8.13⟩. ⟨hal-01360991⟩

Lucile Sautot, Bruno Faivre, Ludovic Journaux, Paul Molin. The Hierarchical Agglomerative Clustering with Gower index: a methodology for automatic design of OLAP cube in ecological data processing context. Ecological Informatics, Elsevier, 2015, 2 (26), pp.217-230. ⟨10.1016/j.ecoinf.2014.07.011⟩. ⟨hal-01060817⟩

Ambroise Marin, Emmanuel Denimal, Stéphane Guyot, Ludovic Journaux, Paul Molin. A Robust Generic Method for Grid Detection in White Light Microscopy Malassez Blade Images in the Context of Cell Counting. Microscopy and Microanalysis, Cambridge University Press (CUP), 2015, 21 (01), pp.239-248. ⟨10.1017/S1431927614013671⟩. ⟨hal-01114543⟩

Emmanuel Denimal, Ambroise Marin, Ludovic Journaux, Stéphane Guyot, Paul Molin. Reliable Detection and Smart Deletion of Malassez Counting Chamber Grid in Microscopic White Light Images for Microbiological Applications. Microscopy and Microanalysis, Cambridge University Press (CUP), 2015, pp.1-7. ⟨10.1017/S1431927615000665⟩. ⟨hal-01164294⟩

Houda Bediaf, Rachid Sabre, Ludovic Journaux, Frédéric Cointault. Comparison of leaf surface roughness analysis methods by sensitivity to noise analysis. Biosystems Engineering, Elsevier, 2015, 136, pp.77-86. ⟨10.1016/j.biosystemseng.2015.04.012⟩. ⟨hal-01164386⟩

Bastien Billiot, Frédéric Cointault, Ludovic Journaux, Jean-Claude Simon, Pierre Gouton. 3D image acquisition system based on shape from focus technique. Sensors, MDPI, 2013, 13 (4), pp.5040-5053. ⟨10.3390/s130405040⟩. ⟨hal-01190112⟩

Ludovic Journaux, Jean-Claude Simon, Marie-France Destain, Frédéric Cointault, Johel Miteran, et al.. Plant Leaf Roughness Analysis by Texture Classification with Generalized Fourier Descriptors in different Dimensionality Reduction context. Precision Agriculture, Springer Verlag, 2011, 12 (3), pp.345-360. ⟨10.1007/s11119-010-9208-z⟩. ⟨hal-00783830⟩

F. Martin, Nathalie Cayot, Catherine Vergoignan, Ludovic Journaux, Patrick Gervais, et al.. Impact of oxidoreduction potential and of gas bubbling on rheological properties of non-fat yoghurt. Food Research International, Elsevier, 2010, 43 (1), pp.218-223. ⟨10.1016/j.foodres.2009.09.032⟩. ⟨hal-02662649⟩

Jean-Pierre Sautot, Morgane Beaumanoir-Secq, Lucile Sautot, Ludovic Journaux. Mesurer l’efficacité des enseignements par l’étude des rendements. L'école primaire au 21e siècle, CY Cergy Paris Université, Oct 2021, Cergy Pontoise, France. ⟨halshs-03414050⟩

Jacques Fize, Lucile Sautot, Martin Lentschat, Ludovic Journaux, Mohamed Hilal. Le grand débat national, une aide pour prendre des décisions locales?. Spatial Analysis and Geomatics (SAGEO) 2021, May 2021, La Rochelle, France. ⟨hal-03375360⟩

Lucile Sautot, Eric Chraibi, Jacques Fize, Sébastien Peillet, Ludovic Journaux, et al.. Qui a peur du changement climatique?. Spatial Analysis and GEOmatics (SAGEO 2019), Nov 2019, Clermont-Ferrand, France. ⟨hal-02430220⟩

Céline Lafarge, Nathalie Cayot, Lucie Ribourg, Ludovic Journaux, Aline Bonnotte, et al.. Freeze-thaw stability of konjac glocomannane-potato starch gels: stability from macroscopic to microscopic scale, using image processing. 5th IIR International Conference on Sustainability and the Cold Chain., Apr 2018, Beijing, China. ⟨10.18462/iir.iccc.2018.0018⟩. ⟨hal-02448206⟩

Yasir Hamid, Ludovic Journaux, John Aldo Lee, Lucile Sautot, Bushra Nabi, et al.. Large-scale nonlinear dimensionality reduction for network intrusion detection. 25th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2017), Apr 2017, Bruges, Belgium. pp.153-158. ⟨hal-01517215⟩

Lucile Sautot, Sandro Bimonte, Ludovic Journaux, Arnaud Larrère, Kevin Saint Paul, et al.. Enrichissement de schéma multidimensionnel en constellation grâce à la Classification Ascendante Hiérarchique. 16ème Journées Francophones Extraction et Gestion des Connaissances, EGC 2016, Jan 2016, Reims, France. pp.511-516. ⟨hal-01357667⟩

Yasir Hamid, M Sugumaran, Ludovic Journaux. Machine Learning Techniques for Intrusion Detection: A Comparative Analysis. INTERNATIONAL CONFERENCE ON INFORMATICS AND ANALYTICS (ICIA ' 16), Aug 2016, Pondichéry, India. pp.53, ⟨10.1145/2980258.2980378⟩. ⟨hal-01392098⟩

Lucile Sautot, Sandro Bimonte, Ludovic Journaux, Bruno Faivre. Une nouvelle approche mixte d'enrichissement de dimensions dans un schéma multidimensionnel en constellation Application à la biodiversité des oiseaux. 11eme journées francophones sur les Entrepôts de Données et l’Analyse en ligne, Apr 2015, Bruxelles, Belgique. ⟨hal-01148876⟩

Aurore Payen, Ludovic Journaux, Clément Delion, Lucile Sautot, Bruno Faivre. Efficient unsupervised clustering for spatial bird population analysis along the Loire river. 23 th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN'15), Michel Verleysen, Apr 2015, Bruges, Belgium. ⟨hal-01148863⟩

Lucile Sautot, Sandro Bimonte, Ludovic Journaux, Bruno Faivre. Mixed driven Refinement design of Multidimensional models based on Agglomerative Hierarchical Clustering. 17th International Conference on Enterprise Information Systems (ICEIS'15), Apr 2015, Barcelona, Spain. pp.280-299, ⟨10.1007/978-3-319-29133-8_14⟩. ⟨hal-01148873⟩

Clément Delion, Ludovic Journaux, Aurore Payen, Lucile Sautot, Emmanuel Chevigny, et al.. NLDR methods for high dimensional NIRS dataset: application to vineyard soils characterization. 23 th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN'15), Michel Verleysen, Apr 2015, Bruges, Belgium. 7 p. ⟨hal-01148868⟩

Lucile Sautot, Sandro Bimonte, Ludovic Journaux, Bruno Faivre. A Methodology and Tool for Rapid Prototyping of Data Warehouses using Data Mining: Application to Birds Biodiversity. 4th International Conference on Model and Data Engineering (MEDI' 14), Sep 2014, Larnaca, Cyprus. pp.251-257, ⟨10.1007/978-3-319-11587-0⟩. ⟨hal-01068148⟩

Bediaf Houda, Ludovic Journaux, Rachid Sabre, Frédéric Cointault. Roughness evaluation of vine leaf by image processing. 10th IASTED International Conference Signal Processing, Pattern Recognition and Applications (SPPRA 2013), Feb 2013, Innsbruck, Austria. pp.258-263. ⟨hal-00822425⟩

Houda Bediaf, Ludovic Journaux, Rachid Sabre, Frédéric Cointault. Vine leaf roughness estimation by image processing. EFITA2013 Conference: "Sustainable agriculture through ICT innovation", Jun 2013, Torino, Italy. pp.360. ⟨hal-00843030⟩

Houda Bediaf, Ludovic Journaux, Rachid Sabre, Frédéric Cointault. Early detection of disease on leaves by image processing. EFITA-WCCA-CIGR 2013 Conference “Sustainable Agriculture through ICT Innovation”, Sustainable Agriculture through ICT Innovation., Jun 2013, Turin, Italie. ⟨hal-02747510⟩

Houda Bediaf, Ludovic Journaux, Rachid Sabre, Frédéric Cointault. Measuring vine leaf roughness by image processing. EFITA-WCCA-CIGR Conference “Sustainable Agriculture through ICT Innovation”, Jun 2013, Turin, Italy. ⟨hal-02747550⟩

Houda Bediaf, Ludovic Journaux, Rachid Sabre, Frédéric Cointault. Roughness evaluation of vine leaf by image processing. The 10th IASTED International Conference on Signal Processing, Pattern Recognition and Applications~SPPRA 2013~, Feb 2013, Innsbruck, Austria. ⟨10.2316/P.2013.798-070⟩. ⟨hal-02747258⟩

Houda Bediaf, Ludovic Journaux, Rachid Sabre, Frédéric Cointault. Leaf surface roughness characterization by image processing. 9. European Conference Precision Agriculture '13, Jul 2013, Lleida, Spain. ⟨hal-02809554⟩

Lucile Sautot, Bruno Faivre, Jean-Claude Simon, Ludovic Journaux, Léo Perriche. Construction de Modèles Prédictifs pour l'Analyse des Relations Oiseaux-Paysage. ECOTECHS'2013 - Les données pour l'agriculture et l'environnement : du capteur à l'indicateur, Oct 2013, Montoldre, France. pp.1-6. ⟨hal-00909122⟩

Houda Bediaf, Ludovic Journaux, Frédéric Cointault, Rachid Sabre. Détermination de la texture de la feuille de vigne par imagerie. Orasis, Congrès des jeunes chercheurs en vision par ordinateur, Jun 2013, Cluny, France. ⟨hal-00829391⟩

Thomas Decourselle, Frédéric Cointault, Ludovic Journaux, Fan Yang. Automatic analyzis of droplet impact by high speed imaging. 1. RHEA International Conference on Robotics and associated High-technologies and Equipment for agriculture, Sep 2012, Pisa, Italy. ⟨hal-02747223⟩

Thomas Decourselle, Jean-Claude Simon, Ludovic Journaux, Frédéric Cointault, Johel Miteran. Noise Robustness of a Texture Classification Protocol for Natural Leaf Roughness Characterisation. 9th International Conference on Signal Processing, Pattern Recognition and Applications (SPPRA 2012), Jun 2012, Crète, Greece. pp. 64-68, ⟨10.2316/P.2012.778-051⟩. ⟨hal-00822439⟩

Thomas Decourselle, Frédéric Cointault, Ludovic Journaux, Fan Yang. Automatic analyzis of droplet impact by high speed imaging. First RHEA International Conference on Robotics and associated High technologies and Equipment for Agriculture, Sep 2012, Pisa, Italy. pp.307-312. ⟨hal-00822405⟩

Thomas Decourselle, Jean-Claude Simon, Ludovic Journaux, Jean-Noël Paoli. Texture classificatication in a cloud computing environment for leaf roughness characterization in precision spraying applications. Proceedings of the International Conference on Agricultural Engineering - AgEng : towards environmental technologies, Sep 2010, Clermont-Ferrand, France. ⟨hal-01997814⟩

Thomas Decourselle, Ludovic Journaux, Jean-Claude Simon, Jean-Noël Paoli, Frédéric Cointault, et al.. Vineyard leaf roughness characterization by computer vision and cloud computing technics. International Conference on Agricultural Engineering-AgEng 2010, Sep 2010, Clermont-Ferrand, France. pp.309. ⟨hal-00842218⟩

Frédéric Cointault, Ludovic Journaux, Gilles Rabatel, Christian Germain, David Ooms, et al.. Texture, color and frequential proxy-detection image processing for crop characterization in a context of Precision Agriculture. Godwin Aflakpui. Agricultural Science, INTech, pp.49-70, 2012. ⟨hal-00714438⟩

Jacques Fize, Lucile Sautot, Martin Lentschat, Ludovic Journaux, Mohamed Hilal. Contributeurs au Grand Débat National demandant un développement des pistes cyclables dans l'Hérault. France. 2021. ⟨hal-03375373⟩

Jacques Fize, Lucile Sautot, Martin Lentschat, Ludovic Journaux, Mohamed Hilal. Contributeurs au Grand Débat National demandant un développement du réseau ferroviaire et/ou une augmentation de la fréquence des trains dans l'Hérault. France. 2021. ⟨hal-03375400⟩

Lucile Sautot, Jacques Fize, Martin Lentschat, Ludovic Journaux. Contributeurs au Grand Débat National demandant un développement des pistes cyclables dans l'aire urbaine de Grenoble. France. 2020. ⟨hal-03375443⟩

Lucile Sautot, Jacques Fize, Martin Lentschat, Ludovic Journaux. Contributeurs au Grand Débat National demandant un développement du réseau ferroviaire et/ou une augmentation de la fréquence des trains dans l'aire urbaine de Grenoble.. France. 2020. ⟨hal-03375450⟩

Lucile Sautot, Jacques Fize, Martin Lentschat, Ludovic Journaux. Contributeurs au Grand Débat National demandant un développement du réseau ferroviaire et/ou une augmentation de la fréquence des trains dans l'aire urbaine de Dijon. France. 2020. ⟨hal-03375423⟩

Lucile Sautot, Jacques Fize, Martin Lentschat, Ludovic Journaux. Contributeurs au Grand Débat National demandant un développement des pistes cyclables dans l'aire urbaine de Dijon. Dijon, France. 2020. ⟨hal-03375432⟩

Eric Chraibi, Lucile Sautot, Jacques Fize, Sébastien Peillet, Ludovic Journaux, et al.. Number of online contributions to the Great National Debate -Grand Débat National- (Ecological Transition) in mainland France. France. 2019. ⟨hal-02935718⟩

Eric Chraibi, Lucile Sautot, Jacques Fize, Sébastien Peillet, Ludovic Journaux, et al.. How contributors feel about the impact of climate change on their daily lives (online contributions to the Great National Debate - Ecological Transition). France. 2019. ⟨hal-02935752⟩