Gilles Venturini

Orcid: 0000-0002-8112-2418

According to our database1, Gilles Venturini authored at least 105 papers between 1992 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
VISIT: A Content Management and Exploration System for Mobile Augmented Reality in the Context of Digital Humanities and Cultural Heritage.
ACM Journal on Computing and Cultural Heritage, June, 2023

Are alternatives to backpropagation useful for training Binary Neural Networks? An experimental study in image classification.
Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing, 2023

A Genetic Algorithm for Automatic Dashboard Generation: First Results.
Proceedings of the 27th International Conference Information Visualisation, 2023

Apports des alternatives à la rétropropagation dans l'apprentissage des réseaux de neurones binaires.
Proceedings of the Extraction et Gestion des Connaissances, 2023

2022
Challenges for automatic dashboard generation systems in the context of novice users.
Proceedings of the Business Intelligence & Big Data, 2022

2021
Graph matching as a graph convolution operator for graph neural networks.
Pattern Recognit. Lett., 2021

Visual exploration of the inner representation learned by a convolutional neural network.
Proceedings of the 25th International Conference Information Visualisation, 2021

2020
Learning error-correcting graph matching with a multiclass neural network.
Pattern Recognit. Lett., 2020

A Convolutional Neural Network into graph space.
CoRR, 2020

Optimizing a radial visualization with a genetic algorithm.
Proceedings of the 24th International Conference on Information Visualisation, 2020

2018
A Viewable Indexing Structure for the Interactive Exploration of Dynamic and Large Image Collections.
ACM Trans. Knowl. Discov. Data, 2018

ProxiClust: Data Sparsification and Community Detection for Assembly-Free Metagenomic Binning.
Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018

Effective Training of Convolutional Neural Networks for Insect Image Recognition.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2018

2017
A survey on image-based insect classification.
Pattern Recognit., 2017

Learning Graph Matching with a Graph-Based Perceptron in a Classification Context.
Proceedings of the Graph-Based Representations in Pattern Recognition, 2017

2016
VizAssist: an interactive user assistant for visual data mining.
Vis. Comput., 2016

Visual mining of time series using a tubular visualization.
Vis. Comput., 2016

Understanding Metadata to Exploit Life Sciences Open Data Datasets.
ERCIM News, 2016

On visualizing large multidimensional datasets with a multi-threaded radial approach.
Distributed Parallel Databases, 2016

APoD eXplorer: Recommendation System and Interactive Exploration of a Dynamic Image Collection.
Proceedings of the 20th International Conference Information Visualisation, 2016

Construction incrémentale d'une structure hiérarchique pour l'exploration visuelle et interactive de larges collections d'images.
Proceedings of the 16ème Journées Francophones Extraction et Gestion des Connaissances, 2016

Incremental hierarchical indexing and visualisation of large image collections.
Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016

Visual Analysis System for Features and Distances Qualitative Assessment: Application to Word Image Matching.
Proceedings of the 12th IAPR Workshop on Document Analysis Systems, 2016

2015
Understanding Open Data CSV File Structures for Reuse.
ERCIM News, 2015

POIViz: A Fast Interactive Method for Visualizing a Large Collection of Open Datasets.
Proceedings of the 19th International Conference on Information Visualisation, 2015

An Approximate Proximity Graph Incremental Construction for Large Image Collections Indexing.
Proceedings of the Foundations of Intelligent Systems - 22nd International Symposium, 2015

Information Visualization for CSV Open Data Files Structure Analysis.
Proceedings of the IVAPP 2015, 2015

A Visual Technique to Assess the Quality of Datasets - Understanding the Structure and Detecting Errors and Missing Values in Open Data CSV Files.
Proceedings of the DATA 2015, 2015

2014
FIBRASCAN: A novel method for 3D white matter tract reconstruction in MR space from cadaveric dissection.
NeuroImage, 2014

EXOD: A tool for building and exploring a large graph of open datasets.
Comput. Graph., 2014

DataTube4log: A Visual Tool for Mining Multi-threaded Software Logs.
Proceedings of the 18th International Conference on Information Visualisation, 2014

Incremental Delaunay Triangulation Construction for Clustering.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Using Information Visualization to Support Open Data Integration.
Proceedings of the Data Management Technologies and Applications, 2014

Open Data Integration - Visualization as an Asset.
Proceedings of the DATA 2014, 2014

2013
Hierarchical Reorganization of Dimensions in OLAP Visualizations.
IEEE Trans. Vis. Comput. Graph., 2013

On studying a 3D user interface for OLAP.
Data Min. Knowl. Discov., 2013

Visualizing a large collection of open datasets: an experiment with proximity graphs.
Proceedings of the 2nd International Workshop on Open Data, 2013

Visual and interactive analysis of a large collection of open data with the relative neighborhood graph.
Proceedings of the 6th International Symposium on Visual Information Communication and Interaction (VINCI), 2013

Brain Virtual Dissection and White Matter 3D Visualization.
Proceedings of the Medicine Meets Virtual Reality 20 - NextMed, 2013

Visual and Interactive Exploration of a Large Collection of Open Datasets.
Proceedings of the 17th International Conference on Information Visualisation, 2013

3D and Immersive Interfaces for Business Intelligence: The Case of OLAP.
Proceedings of the 17th International Conference on Information Visualisation, 2013

Alpha*-Approximated Delaunay Triangulation Based Descriptors for Handwritten Character Recognition.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Visualisation radiale : approche parallèle entre CPU et GPU.
Proceedings of the Extraction et gestion des connaissances (EGC'2013), Actes, 29 janvier, 2013

Delaunay simplices pruning based clustering.
Proceedings of the 21st European Symposium on Artificial Neural Networks, 2013

2012
An artificial ants model for fast construction and approximation of proximity graphs.
Adapt. Behav., 2012

A User Assistant for the Selection and Parameterization of the Visualizations in Visual Data Mining.
Proceedings of the 16th International Conference on Information Visualisation, 2012

Réorganisation hiérarchique de visualisations dans OLAP.
Proceedings of the Extraction et gestion des connaissances (EGC'2012), Actes, janvier 31, 2012

Un assistant utilisateur pour le choix et le paramétrage des méthodes de fouille visuelle de données.
Proceedings of the Extraction et gestion des connaissances (EGC'2012), Actes, janvier 31, 2012

2011
Acquisition and interactive 3D exploration of the internal structure of a dissected specimen.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2009
Visual Mining of Web Logs with DataTube2.
Proceedings of the Web Information Systems Engineering, 2009

A 3D hypermedia with biomedical stereoscopic images: from creation to exploration in virtual reality.
Proceedings of the HYPERTEXT 2009, Proceedings of the 20th ACM Conference on Hypertext and Hypermedia, Torino, Italy, June 29, 2009

An Evolutionary Algorithm for the Calibration of Stereoscopic Cameras.
Proceedings of the 2009 International Conference on Genetic and Evolutionary Methods, 2009

Acquisition, annotation et exploration interactive d'images stéréoscopiques en réalité virtuelle: application en dermatologie.
Proceedings of the Extraction et gestion des connaissances (EGC'2009), 2009

Optimisation heuristique et génétique de visualisations 2D et 3D dans OLAP : premiers résultats.
Proceedings of the Actes des 5èmes journées francophones sur les Entrepôts de Données et l'Analyse en ligne, 2009

Acquisition, Annotation and Interactive Exploration of Stereo Images with Virtual Reality.
Proceedings of the Second International Conference on Health Informatics, 2009

A System for the Acquisition, Interactive Exploration and Annotation of Stereoscopic Images.
Proceedings of the Artificial Intelligence in Medicine, 2009

VRMiner.
Proceedings of the Database Technologies: Concepts, 2009

2008
Extension de DataTube pour la fouille visuelle de données temporelles.
Proceedings of the 20th international conference on Association Francophone d'Interaction Homme-Machine, 2008

2007
A hierarchical ant based clustering algorithm and its use in three real-world applications.
Eur. J. Oper. Res., 2007

A New Approach of Data Clustering Using a Flock of Agents.
Evol. Comput., 2007

On building graphs of documents with artificial ants.
Proceedings of the 16th International Conference on World Wide Web, 2007

Incremental Construction of Neighborhood Graphs Using the Ants Self-Assembly Behavior.
Proceedings of the 19th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2007), 2007

Construction incrémentale et visualisation de graphes de voisinage par des fourmis artificielles.
Proceedings of the Extraction et gestion des connaissances (EGC'2007), 2007

A Visual and Interactive Data Exploration Method for Large Data Sets and Clustering.
Proceedings of the Advanced Data Mining and Applications, Third International Conference, 2007

2006
Data and Text Mining with Hierarchical Clustering Ants.
Proceedings of the Swarm Intelligence in Data Mining, 2006

Generating maps of web pages using cellular automata.
Proceedings of the 15th international conference on World Wide Web, 2006

Visualisation interactive de données avec des points d'intérêt.
Proceedings of the 18th International Conference of the Association Francophone d'Interaction Homme-Machine, 2006

On Building Maps of Web Pages with a Cellular Automaton.
Proceedings of the Biologically Inspired Cooperative Computing, 2006

Visualisation interactive de données avec des méthodes à base de points d'intérêt.
Proceedings of the Extraction et gestion des connaissances (EGC'2006), 2006

An Interactive Visualization Environment for Data Exploration Using Points of Interest.
Proceedings of the Advanced Data Mining and Applications, Second International Conference, 2006

Un aperçu de la fouille visuelle de données.
Proceedings of the Apprentissage Artificiel et Fouille de Données, 2006

2005
Automatic generation of web portals using artificial ants.
Proceedings of the 14th international conference on World Wide Web, 2005

2004
Fast Unsupervised Clustering with Artificial Ants.
Proceedings of the Parallel Problem Solving from Nature, 2004

On Data Clustering with a Flock of Artificial Agents.
Proceedings of the 16th IEEE International Conference on Tools with Artificial Intelligence (ICTAI 2004), 2004

AntTree: A Web Document Clustering Using Artificial Ants.
Proceedings of the 16th Eureopean Conference on Artificial Intelligence, 2004

How to Use Ants for Hierarchical Clustering.
Proceedings of the Ant Colony Optimization and Swarm Intelligence, 2004

2003
Web Sessions Clustering with Artificial Ants Colonies.
Proceedings of the Twelfth International World Wide Web Conference - Posters, 2003

Visual Clustering with Artificial Ants Colonies.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2003

AntClust: Ant Clustering and Web Usage Mining.
Proceedings of the Genetic and Evolutionary Computation, 2003

Clustering and Dynamic Data Visualization with Artificial Flying Insect.
Proceedings of the Genetic and Evolutionary Computation, 2003

GeniMiner, un moteur de recherche génétique.
Proceedings of the Extraction et gestion des connaissances (EGC'2003), 2003

Exploration de données multimédia par réalité virtuelle.
Proceedings of the Extraction et gestion des connaissances (EGC'2003), 2003

A Clustering Algorithm Based on the Ants Self-Assembly Behavior.
Proceedings of the Advances in Artificial Life, 7th European Conference, 2003

AntTree: a new model for clustering with artificial ants.
Proceedings of the IEEE Congress on Evolutionary Computation, 2003

Interactive evolution of ant paintings.
Proceedings of the IEEE Congress on Evolutionary Computation, 2003

2002
Optimisation génétique et interactive de sites web.
Tech. Sci. Informatiques, 2002

Fouille visuelle et classification de données par nuage d'insectes volants.
Rev. d'Intelligence Artif., 2002

GeniMiner: Web Mining with a Genetic-Based Algorithm.
Proceedings of the IADIS International Conference WWW/Internet 2002, 2002

Interactive Design of Web Sites with a Genetic Algorithm.
Proceedings of the IADIS International Conference WWW/Internet 2002, 2002

A new clustering algorithm based on the ants chemical recognition system.
Proceedings of the 15th European Conference on Artificial Intelligence, 2002

2000
On how Pachycondyla apicalis ants suggest a new search algorithm.
Future Gener. Comput. Syst., 2000

1999
On Improving Clustering in Numerical Databases with Artificial Ants.
Proceedings of the Advances in Artificial Life, 5th European Conference, 1999

On Generating HTML Style Sheets with an Interactive Genetic Algorithm Based on Gene Frequencies.
Proceedings of the Artificial Evolution, 4th European Conference, 1999

1998
Twelve Numerical, Symbolic and Hybrid Supervised Classification Methods.
Int. J. Pattern Recognit. Artif. Intell., 1998

1997
On Using Interactive Genetic Algorithms for Knowledge Discovery in Databases.
Proceedings of the 7th International Conference on Genetic Algorithms, 1997

Solving the Multiple Resource Constrained Project Scheduling Problem with a Hybrid Genetic Algorithm.
Proceedings of the 7th International Conference on Genetic Algorithms, 1997

A Critical and Empirical Study of Epistasis Measures for Predicting GA Performances: A Summary.
Proceedings of the Artificial Evolution, Third European Conference, 1997

1996
Epistasis for real encoding in genetic algorithms.
Proceedings of the Australian New Zealand Conference on Intelligent Information Systems, 1996

1995
Learning First Order Logic Rules with a Genetic Algorithm.
Proceedings of the First International Conference on Knowledge Discovery and Data Mining (KDD-95), 1995

Towards a Genetic Theory of Easy and Hard Functions.
Proceedings of the Artificial Evolution, European Conference, 1995

Optimizing Hidden Markov Models with a Genetic Algorithm.
Proceedings of the Artificial Evolution, European Conference, 1995

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

Improving Genetic Algorithms for Concept Learning.
Proceedings of the First IEEE Conference on Evolutionary Computation, 1994

1993
SIA: A Supervised Inductive Algorithm with Genetic Search for Learning Attributes based Concepts.
Proceedings of the Machine Learning: ECML-93, 1993

1992
AGIL: Solving the Exploration Versus Exploration Dilemma in a single Classifier System Applied to Simulated Robotics.
Proceedings of the Ninth International Workshop on Machine Learning (ML 1992), 1992


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