AGIL: Solving the Exploration Versus Exploration Dilemma in a single Classifier System Applied to Simulated Robotics. - Gilles Venturini (ML, 1992)

SIA: A Supervised Inductive Algorithm with Genetic Search for Learning Attributes based Concepts. - Gilles Venturini (ECML, 1993)

Improving Genetic Algorithms for Concept Learning. - Gilles Venturini (International Conference on Evolutionary Computation, 1994)

Analyzing French justice with a genetic-based inductive algorithm. - Gilles Venturini (Appl. Artif. Intell., 1994)

Optimizing Hidden Markov Models with a Genetic Algorithm. - Mohamed Slimane; Gilles Venturini; Jean Pierre Asselin de Beauville; Thierry Brouard; A. Brandeau (Artificial Evolution, 1995)

Towards a Genetic Theory of Easy and Hard Functions. - Gilles Venturini (Artificial Evolution, 1995)

Learning First Order Logic Rules with a Genetic Algorithm. - Sébastien Augier; Gilles Venturini; Yves Kodratoff (KDD, 1995)

Epistasis for real encoding in genetic algorithms. - Sophie Rochet; Mohamed Slimane; Gilles Venturini (ANZIIS, 1996)

A Critical and Empirical Study of Epistasis Measures for Predicting GA Performances: A Summary. - Sophie Rochet; Gilles Venturini; Mohamed Slimane; E. M. El Kharoubi (Artificial Evolution, 1997)

Solving the Multiple Resource Constrained Project Scheduling Problem with a Hybrid Genetic Algorithm. - Éric Ramat; Gilles Venturini; Christophe Lenté; Mohamed Slimane (ICGA, 1997)

On Using Interactive Genetic Algorithms for Knowledge Discovery in Databases. - Gilles Venturini; Mohamed Slimane; F. Morin; Jean Pierre Asselin de Beauville (ICGA, 1997)

Twelve Numerical, Symbolic and Hybrid Supervised Classification Methods. - Olivier Gascuel; Bernadette Bouchon-Meunier; Gilles Caraux; Patrick Gallinari; Alain Guénoche; Yann Guermeur; Yves Lechevallier; Christophe Marsala; Laurent Miclet; Jacques Nicolas; Richard Nock; Mohammed Ramdani 003; et al. (Int. J. Pattern Recognit. Artif. Intell., 1998)

On Generating HTML Style Sheets with an Interactive Genetic Algorithm Based on Gene Frequencies. - Nicolas Monmarché; G. Nocent; Gilles Venturini; P. Santini (Artificial Evolution, 1999)

On Improving Clustering in Numerical Databases with Artificial Ants. - Nicolas Monmarché; Mohamed Slimane; Gilles Venturini (ECAL, 1999)

On how Pachycondyla apicalis ants suggest a new search algorithm. - Nicolas Monmarché; Gilles Venturini; Mohamed Slimane (Future Gener. Comput. Syst., 2000)

A new clustering algorithm based on the ants chemical recognition system. - Nicolas Labroche; Nicolas Monmarché; Gilles Venturini (ECAI, 2002)

Interactive Design of Web Sites with a Genetic Algorithm. - Antoine Oliver; Nicolas Monmarché; Gilles Venturini (ICWI, 2002)

GeniMiner: Web Mining with a Genetic-Based Algorithm. - Fabien Picarougne; Nicolas Monmarché; Antoine Oliver; Gilles Venturini (ICWI, 2002)

Fouille visuelle et classification de données par nuage d'insectes volants. - Nicolas Monmarché; Christiane Guinot; Gilles Venturini (Rev. d'Intelligence Artif., 2002)

Optimisation génétique et interactive de sites web. - Antoine Oliver; O. Regragui; Nicolas Monmarché; Gilles Venturini (Tech. Sci. Informatiques, 2002)

Interactive evolution of ant paintings. - Sébastien Aupetit; V. Bordeau; Nicolas Monmarché; Mohamed Slimane; Gilles Venturini (IEEE Congress on Evolutionary Computation, 2003)

AntTree: a new model for clustering with artificial ants. - Hanene Azzag; Nicolas Monmarché; Mohamed Slimane; Gilles Venturini (IEEE Congress on Evolutionary Computation, 2003)

A Clustering Algorithm Based on the Ants Self-Assembly Behavior. - Hanene Azzag; Nicolas Monmarché; Mohamed Slimane; Christiane Guinot; Gilles Venturini (ECAL, 2003)

Exploration de données multimédia par réalité virtuelle. - Sebastien Aupetit; Nicolas Monmarché; Christiane Guinot; Gilles Venturini; Mohamed Slimane (EGC, 2003)

GeniMiner, un moteur de recherche génétique. - Fabien Picarougne; Nicolas Monmarché; Antoine Olivier; Gilles Venturini (EGC, 2003)

Clustering and Dynamic Data Visualization with Artificial Flying Insect. - Sebastien Aupetit; Nicolas Monmarché; Mohamed Slimane; Christiane Guinot; Gilles Venturini (GECCO, 2003)

AntClust: Ant Clustering and Web Usage Mining. - Nicolas Labroche; Nicolas Monmarché; Gilles Venturini (GECCO, 2003)

Visual Clustering with Artificial Ants Colonies. - Nicolas Labroche; Nicolas Monmarché; Gilles Venturini (KES, 2003)

Web Sessions Clustering with Artificial Ants Colonies. - Nicolas Labroche; Nicolas Monmarché; Gilles Venturini (WWW (Posters), 2003)

How to Use Ants for Hierarchical Clustering. - Hanene Azzag; Christiane Guinot; Gilles Venturini (ANTS Workshop, 2004)

AntTree: A Web Document Clustering Using Artificial Ants. - Hanene Azzag; Christiane Guinot; Gilles Venturini (ECAI, 2004)

On Data Clustering with a Flock of Artificial Agents. - Fabien Picarougne; Hanene Azzag; Gilles Venturini; Christiane Guinot (ICTAI, 2004)

Fast Unsupervised Clustering with Artificial Ants. - Nicolas Labroche; Christiane Guinot; Gilles Venturini (PPSN, 2004)

Automatic generation of web portals using artificial ants. - Hanene Azzag; Gilles Venturini; Christiane Guinot (WWW (Special interest tracks and posters), 2005)

Un aperçu de la fouille visuelle de données. - Hanane Azzag; David Da Costa; Christiane Guinot; Gilles Venturini (AAFD, 2006)

An Interactive Visualization Environment for Data Exploration Using Points of Interest. - David Da Costa; Gilles Venturini (ADMA, 2006)

Visualisation interactive de données avec des méthodes à base de points d'intérêt. - David Da Costa; Gilles Venturini (EGC, 2006)

On Building Maps of Web Pages with a Cellular Automaton. - Hanene Azzag; David Ratsimba; David Da Costa; Christiane Guinot; Gilles Venturini (BICC, 2006)

Visualisation interactive de données avec des points d'intérêt. - David Da Costa; Gilles Venturini (IHM, 2006)

Generating maps of web pages using cellular automata. - Hanene Azzag; David Ratsimba; David Da Costa; Gilles Venturini; Christiane Guinot (WWW, 2006)

Data and Text Mining with Hierarchical Clustering Ants. - Hanene Azzag; Christiane Guinot; Gilles Venturini (Swarm Intelligence in Data Mining, 2006)

A Visual and Interactive Data Exploration Method for Large Data Sets and Clustering. - David Da Costa; Gilles Venturini (ADMA, 2007)

Construction incrémentale et visualisation de graphes de voisinage par des fourmis artificielles. - Julien Lavergne; Hanene Azzag; Christiane Guinot; Gilles Venturini (EGC, 2007)

Incremental Construction of Neighborhood Graphs Using the Ants Self-Assembly Behavior. - Julien Lavergne; Hanane Azzag; Christiane Guinot; Gilles Venturini (ICTAI (1), 2007)

On building graphs of documents with artificial ants. - Hanane Azzag; Julien Lavergne; Christiane Guinot; Gilles Venturini (WWW, 2007)

A New Approach of Data Clustering Using a Flock of Agents. - Fabien Picarougne; Hanene Azzag; Gilles Venturini; Christiane Guinot (Evol. Comput., 2007)

A hierarchical ant based clustering algorithm and its use in three real-world applications. - Hanene Azzag; Gilles Venturini; Antoine Oliver; Christiane Guinot (Eur. J. Oper. Res., 2007)

Extension de DataTube pour la fouille visuelle de données temporelles. - Florian Sureau; Fatma Bouali; Gilles Venturini (IHM, 2008)

VRMiner. - Hanene Azzag; Fabien Picarougne; Christiane Guinot; Gilles Venturini (Database Technologies: Concepts, Methodologies, Tools, and Applications, 2009)

A System for the Acquisition, Interactive Exploration and Annotation of Stereoscopic Images. - Karim Benzeroual; Mohammed Haouach; Christiane Guinot; Gilles Venturini (AIME, 2009)

Acquisition, Annotation and Interactive Exploration of Stereo Images with Virtual Reality. - Mohammed Haouach; Karim Benzeroual; Christiane Guinot; Gilles Venturini (HEALTHINF, 2009)

Optimisation heuristique et génétique de visualisations 2D et 3D dans OLAP : premiers résultats. - Florian Sureau; Fatma Bouali; Gilles Venturini (EDA, 2009)

Acquisition, annotation et exploration interactive d'images stéréoscopiques en réalité virtuelle: application en dermatologie. - Mohammed Haouach; Karim Benzeroual; Christiane Guinot; Gilles Venturini (EGC, 2009)

An Evolutionary Algorithm for the Calibration of Stereoscopic Cameras. - Karim Benzeroual; Christiane Guinot; Gilles Venturini (GEM, 2009)

A 3D hypermedia with biomedical stereoscopic images: from creation to exploration in virtual reality. - Mohammed Haouach; Gilles Venturini; Christiane Guinot (Hypertext, 2009)

Visual Mining of Web Logs with DataTube2. - Florian Sureau; Frederic Plantard; Fatma Bouali; Gilles Venturini (WISE, 2009)

Acquisition and interactive 3D exploration of the internal structure of a dissected specimen. - Barthélemy Serres; Ilyess Zemmoura; Christophe Destrieux; Frédéric Andersson; Clovis Tauber; Gilles Venturini (EMBC, 2011)

Un assistant utilisateur pour le choix et le paramétrage des méthodes de fouille visuelle de données. - Abdelheq Et-tahir Guettala; Fatma Bouali; Christiane Guinot; Gilles Venturini (EGC, 2012)

Réorganisation hiérarchique de visualisations dans OLAP. - Sébastien Lafon; Fatma Bouali; Christiane Guinot; Gilles Venturini (EGC, 2012)

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 (IV, 2012)

An artificial ants model for fast construction and approximation of proximity graphs. - Hanane Azzag; Christiane Guinot; Gilles Venturini (Adapt. Behav., 2012)

Delaunay simplices pruning based clustering. - Octavio Razafindramanana; Gilles Venturini (ESANN, 2013)

Visualisation radiale : approche parallèle entre CPU et GPU. - Tianyang Liu 001; Fatma Bouali; Gilles Venturini (EGC, 2013)

Alpha*-Approximated Delaunay Triangulation Based Descriptors for Handwritten Character Recognition. - Octavio Razafindramanana; Frédéric Rayar; Gilles Venturini (ICDAR, 2013)

3D and Immersive Interfaces for Business Intelligence: The Case of OLAP. - Sébastien Lafon; Fatma Bouali; Christiane Guinot; Gilles Venturini (IV, 2013)

Visual and Interactive Exploration of a Large Collection of Open Datasets. - Tianyang Liu 001; D. Bangash Ahmed; Fatma Bouali; Gilles Venturini (IV, 2013)

Brain Virtual Dissection and White Matter 3D Visualization. - Barthélemy Serres; Ilyess Zemmoura; Frédéric Andersson; Clovis Tauber; Christophe Destrieux; Gilles Venturini (MMVR, 2013)

Visual and interactive analysis of a large collection of open data with the relative neighborhood graph. - Tianyang Liu 001; Fatma Bouali; Gilles Venturini (VINCI, 2013)

Visualizing a large collection of open datasets: an experiment with proximity graphs. - Tianyang Liu 001; D. Bangash Ahmed; Fatma Bouali; Gilles Venturini (WOD, 2013)

On studying a 3D user interface for OLAP. - Sébastien Lafon; Fatma Bouali; Christiane Guinot; Gilles Venturini (Data Min. Knowl. Discov., 2013)

Hierarchical Reorganization of Dimensions in OLAP Visualizations. - Sébastien Lafon; Fatma Bouali; Christiane Guinot; Gilles Venturini (IEEE Trans. Vis. Comput. Graph., 2013)

Open Data Integration - Visualization as an Asset. - Paulo da Silva Carvalho; Patrik Hitzelberger; Benoît Otjacques; Fatma Bouali; Gilles Venturini (DATA, 2014)

Using Information Visualization to Support Open Data Integration. - Paulo da Silva Carvalho; Patrik Hitzelberger; Benoît Otjacques; Fatma Bouali; Gilles Venturini (DATA (Revised Selected Papers), 2014)

Incremental Delaunay Triangulation Construction for Clustering. - Octavio Razafindramanana; Frédéric Rayar; Gilles Venturini (ICPR, 2014)

DataTube4log: A Visual Tool for Mining Multi-threaded Software Logs. - Sébastien Devaux; Fatma Bouali; Gilles Venturini (IV, 2014)

EXOD: A tool for building and exploring a large graph of open datasets. - Tianyang Liu 001; Fatma Bouali; Gilles Venturini (Comput. Graph., 2014)

FIBRASCAN: A novel method for 3D white matter tract reconstruction in MR space from cadaveric dissection. - Ilyess Zemmoura; Barthélemy Serres; Frédéric Andersson; Laurent Barantin; Clovis Tauber; Isabelle Filipiak; Jean-Philippe Cottier; Gilles Venturini; Christophe Destrieux (NeuroImage, 2014)

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 (DATA, 2015)

Information Visualization for CSV Open Data Files Structure Analysis. - Paulo da Silva Carvalho; Patrik Hitzelberger; Benoît Otjacques; Fatma Bouali; Gilles Venturini (IVAPP, 2015)

An Approximate Proximity Graph Incremental Construction for Large Image Collections Indexing. - Frédéric Rayar; Sabine Barrat; Fatma Bouali; Gilles Venturini (ISMIS, 2015)

POIViz: A Fast Interactive Method for Visualizing a Large Collection of Open Datasets. - Tianyang Liu 001; Fatma Bouali; Gilles Venturini (IV, 2015)

Understanding Open Data CSV File Structures for Reuse. - Paulo da Silva Carvalho; Patrik Hitzelberger; Gilles Venturini (ERCIM News, 2015)

Visual Analysis System for Features and Distances Qualitative Assessment: Application to Word Image Matching. - Frédéric Rayar; Tanmoy Mondal; Sabine Barrat; Fatma Bouali; Gilles Venturini (DAS, 2016)

Incremental hierarchical indexing and visualisation of large image collections. - Frédéric Rayar; Sabine Barrat; Fatma Bouali; Gilles Venturini (ESANN, 2016)

Construction incrémentale d'une structure hiérarchique pour l'exploration visuelle et interactive de larges collections d'images. - Frédéric Rayar; Sabine Barrat; Fatma Bouali; Gilles Venturini (EGC, 2016)

APoD eXplorer: Recommendation System and Interactive Exploration of a Dynamic Image Collection. - Frédéric Rayar; Sabine Barrat; Fatma Bouali; Gilles Venturini (IV, 2016)

On visualizing large multidimensional datasets with a multi-threaded radial approach. - Tianyang Liu 001; Fatma Bouali; Gilles Venturini (Distributed Parallel Databases, 2016)

Understanding Metadata to Exploit Life Sciences Open Data Datasets. - Paulo da Silva Carvalho; Patrik Hitzelberger; Gilles Venturini (ERCIM News, 2016)

Visual mining of time series using a tubular visualization. - Fatma Bouali; Sébastien Devaux; Gilles Venturini (Vis. Comput., 2016)

VizAssist: an interactive user assistant for visual data mining. - Fatma Bouali; Abdelheq Et-tahir Guettala; Gilles Venturini (Vis. Comput., 2016)

Learning Graph Matching with a Graph-Based Perceptron in a Classification Context. - Romain Raveaux; Maxime Martineau; Donatello Conte; Gilles Venturini (GbRPR, 2017)

A survey on image-based insect classification. - Maxime Martineau; Donatello Conte; Romain Raveaux; Ingrid Arnault; Damien Munier; Gilles Venturini (Pattern Recognit., 2017)

Effective Training of Convolutional Neural Networks for Insect Image Recognition. - Maxime Martineau; Romain Raveaux; Clément Chatelain 001; Donatello Conte; Gilles Venturini (ACIVS, 2018)

ProxiClust: Data Sparsification and Community Detection for Assembly-Free Metagenomic Binning. - Shivani Shah; Jacques-Henri Sublernontier; Fatma Bouali; Gilles Venturini (ASONAM, 2018)

A Viewable Indexing Structure for the Interactive Exploration of Dynamic and Large Image Collections. - Frédéric Rayar; Sabine Barrat; Fatma Bouali; Gilles Venturini (ACM Trans. Knowl. Discov. Data, 2018)

Optimizing a radial visualization with a genetic algorithm. - Fatma Bouali; Barthélemy Serres; Christiane Guinot; Gilles Venturini (IV, 2020)

A Convolutional Neural Network into graph space. - Maxime Martineau; Romain Raveaux; Donatello Conte; Gilles Venturini (CoRR, 2020)

Learning error-correcting graph matching with a multiclass neural network. - Maxime Martineau; Romain Raveaux; Donatello Conte; Gilles Venturini (Pattern Recognit. Lett., 2020)

Visual exploration of the inner representation learned by a convolutional neural network. - Barthélemy Serres; Fatma Bouali; Christiane Guinot; Gilles Venturini (IV, 2021)

Graph matching as a graph convolution operator for graph neural networks. - Maxime Martineau; Romain Raveaux; Donatello Conte; Gilles Venturini (Pattern Recognit. Lett., 2021)

Challenges for automatic dashboard generation systems in the context of novice users. - Praveen Soni; Cyril de Runz; Fatma Bouali; Gilles Venturini (EDA, 2022)

Apports des alternatives à la rétropropagation dans l'apprentissage des réseaux de neurones binaires. - Ben Crulis; Barthélemy Serres; Cyril de Runz; Gilles Venturini (EGC, 2023)

A Genetic Algorithm for Automatic Dashboard Generation: First Results. - Praveen Soni; Cyril De Runz; Fatma Bouali; Gilles Venturini (IV, 2023)

Are alternatives to backpropagation useful for training Binary Neural Networks? An experimental study in image classification. - Ben Crulis; Barthélemy Serres; Cyril De Runz; Gilles Venturini (SAC, 2023)

VISIT: A Content Management and Exploration System for Mobile Augmented Reality in the Context of Digital Humanities and Cultural Heritage. - Barthélemy Serres; Damien Létienne; Olivier Roussey; Gilles Venturini (ACM Journal on Computing and Cultural Heritage, 2023)

Une approche visuelle pour l'exploration des résultats d'un grand nombre de classifieurs. - Hélène Walle; Pascal Makris; Yassine Mofid; Nadia Aguillon-Hernandez; Claire Wardak; Gilles Venturini (EGC, 2024)

A Visual Approach for Exploring Classification Results. - Hélène Walle; Pascal Makris; Yassine Mofid; Nadia Aguillon-Hernandez; Claire Wardak; Gilles Venturini (IV, 2024)

An experimental comparative study of backpropagation and alternatives for training binary neural networks for image classification. - Ben Crulis; Barthélemy Serres; Cyril de Runz; Gilles Venturini (CoRR, 2024)

Few-shot target-driven instance detection based on open-vocabulary object detection models. - Ben Crulis; Barthélemy Serres; Cyril De Runz; Gilles Venturini (CoRR, 2024)

A survey on automatic dashboard recommendation systems. - Praveen Soni; Cyril de Runz; Fatma Bouali; Gilles Venturini (Vis. Informatics, 2024)

Ternarization of Vision Language Models for use on edge devices. - Ben Crulis; Cyril De Runz; Barthélemy Serres; Gilles Venturini (CoRR, 2025)