| 2024 | IV | A Visual Approach for Exploring Classification Results. | Hlne Walle, Pascal Makris, Yassine Mofid, Nadia Aguillon-Hernandez, Claire Wardak, Gilles Venturini |
| 2023 | IV | A Genetic Algorithm for Automatic Dashboard Generation: First Results. | Praveen Soni, Cyril De Runz, Fatma Bouali, Gilles Venturini |
| 2023 | SAC | Are alternatives to backpropagation useful for training Binary Neural Networks? An experimental study in image classification. | Ben Crulis, Barthlemy Serres, Cyril De Runz, Gilles Venturini |
| 2021 | IV | Visual exploration of the inner representation learned by a convolutional neural network. | Barthlemy Serres, Fatma Bouali, Christiane Guinot, Gilles Venturini |
| 2020 | IV | Optimizing a radial visualization with a genetic algorithm. | Fatma Bouali, Barthlemy Serres, Christiane Guinot, Gilles Venturini |
| 2018 | ACIVS | Effective Training of Convolutional Neural Networks for Insect Image Recognition. | Maxime Martineau, Romain Raveaux, Clment Chatelain, Donatello Conte, Gilles Venturini |
| 2016 | DAS | Visual Analysis System for Features and Distances Qualitative Assessment: Application to Word Image Matching. | Frdric Rayar, Tanmoy Mondal, Sabine Barrat, Fatma Bouali, Gilles Venturini |
| 2016 | ESANN | Incremental hierarchical indexing and visualisation of large image collections. | Frdric Rayar, Sabine Barrat, Fatma Bouali, Gilles Venturini |
| 2016 | IV | APoD eXplorer: Recommendation System and Interactive Exploration of a Dynamic Image Collection. | Frdric Rayar, Sabine Barrat, Fatma Bouali, Gilles Venturini |
| 2015 | DATA | A Visual Technique to Assess the Quality of Datasets - Understanding the Structure and Detecting Errors and Missing Values in Open Data CSV Files. | Paulo da Silva Carvalho, Patrik Hitzelberger, Fatma Bouali, Gilles Venturini |
| 2015 | ISMIS | An Approximate Proximity Graph Incremental Construction for Large Image Collections Indexing. | Frdric Rayar, Sabine Barrat, Fatma Bouali, Gilles Venturini |
| 2015 | IV | POIViz: A Fast Interactive Method for Visualizing a Large Collection of Open Datasets. | Tianyang Liu, Fatma Bouali, Gilles Venturini |
| 2014 | DATA | Open Data Integration - Visualization as an Asset. | Paulo da Silva Carvalho, Patrik Hitzelberger, Benot Otjacques, Fatma Bouali, Gilles Venturini |
| 2014 | DATA | Using Information Visualization to Support Open Data Integration. | Paulo da Silva Carvalho, Patrik Hitzelberger, Benot Otjacques, Fatma Bouali, Gilles Venturini |
| 2014 | ICPR | Incremental Delaunay Triangulation Construction for Clustering. | Octavio Razafindramanana, Frdric Rayar, Gilles Venturini |
| 2014 | IV | DataTube4log: A Visual Tool for Mining Multi-threaded Software Logs. | Sbastien Devaux, Fatma Bouali, Gilles Venturini |
| 2013 | ESANN | Delaunay simplices pruning based clustering. | Octavio Razafindramanana, Gilles Venturini |
| 2013 | ICDAR | Alpha*-Approximated Delaunay Triangulation Based Descriptors for Handwritten Character Recognition. | Octavio Razafindramanana, Frdric Rayar, Gilles Venturini |
| 2013 | IV | 3D and Immersive Interfaces for Business Intelligence: The Case of OLAP. | Sbastien Lafon, Fatma Bouali, Christiane Guinot, Gilles Venturini |
| 2013 | IV | Visual and Interactive Exploration of a Large Collection of Open Datasets. | Tianyang Liu, D. Bangash Ahmed, Fatma Bouali, Gilles Venturini |
| 2013 | VINCI | Visual and interactive analysis of a large collection of open data with the relative neighborhood graph. | Tianyang Liu, Fatma Bouali, Gilles Venturini |
| 2012 | IV | A User Assistant for the Selection and Parameterization of the Visualizations in Visual Data Mining. | Abdelheq Et-tahir Guettala, Fatma Bouali, Christiane Guinot, Gilles Venturini |
| 2009 | AIME | A System for the Acquisition, Interactive Exploration and Annotation of Stereoscopic Images. | Karim Benzeroual, Mohammed Haouach, Christiane Guinot, Gilles Venturini |
| 2009 | WISE | Visual Mining of Web Logs with DataTube2. | Florian Sureau, Frederic Plantard, Fatma Bouali, Gilles Venturini |
| 2007 | ADMA | A Visual and Interactive Data Exploration Method for Large Data Sets and Clustering. | David Da Costa, Gilles Venturini |
| 2007 | ICTAI | Incremental Construction of Neighborhood Graphs Using the Ants Self-Assembly Behavior. | Julien Lavergne, Hanane Azzag, Christiane Guinot, Gilles Venturini |
| 2007 | WWW | On building graphs of documents with artificial ants. | Hanane Azzag, Julien Lavergne, Christiane Guinot, Gilles Venturini |
| 2006 | ADMA | An Interactive Visualization Environment for Data Exploration Using Points of Interest. | David Da Costa, Gilles Venturini |
| 2006 | WWW | Generating maps of web pages using cellular automata. | Hanene Azzag, David Ratsimba, David Da Costa, Gilles Venturini, Christiane Guinot |
| 2005 | WWW | Automatic generation of web portals using artificial ants. | Hanene Azzag, Gilles Venturini, Christiane Guinot |
| 2004 | ECAI | AntTree: A Web Document Clustering Using Artificial Ants. | Hanene Azzag, Christiane Guinot, Gilles Venturini |
| 2004 | ICTAI | On Data Clustering with a Flock of Artificial Agents. | Fabien Picarougne, Hanene Azzag, Gilles Venturini, Christiane Guinot |
| 2004 | PPSN | Fast Unsupervised Clustering with Artificial Ants. | Nicolas Labroche, Christiane Guinot, Gilles Venturini |
| 2003 | CEC | Interactive evolution of ant paintings. | Sbastien Aupetit, V. Bordeau, Nicolas Monmarch, Mohamed Slimane, Gilles Venturini |
| 2003 | CEC | AntTree: a new model for clustering with artificial ants. | Hanene Azzag, Nicolas Monmarch, Mohamed Slimane, Gilles Venturini |
| 2003 | GECCO | Clustering and Dynamic Data Visualization with Artificial Flying Insect. | Sebastien Aupetit, Nicolas Monmarch, Mohamed Slimane, Christiane Guinot, Gilles Venturini |
| 2003 | GECCO | AntClust: Ant Clustering and Web Usage Mining. | Nicolas Labroche, Nicolas Monmarch, Gilles Venturini |
| 2003 | KES | Visual Clustering with Artificial Ants Colonies. | Nicolas Labroche, Nicolas Monmarch, Gilles Venturini |
| 2003 | WWW | Web Sessions Clustering with Artificial Ants Colonies. | Nicolas Labroche, Nicolas Monmarch, Gilles Venturini |
| 2002 | ECAI | A new clustering algorithm based on the ants chemical recognition system. | Nicolas Labroche, Nicolas Monmarch, Gilles Venturini |
| 1995 | KDD | Learning First Order Logic Rules with a Genetic Algorithm. | Sbastien Augier, Gilles Venturini, Yves Kodratoff |
| 1994 | ICEC | Improving Genetic Algorithms for Concept Learning. | Gilles Venturini |
| 1992 | ICML | AGIL: Solving the Exploration Versus Exploration Dilemma in a single Classifier System Applied to Simulated Robotics. | Gilles Venturini |