Michaël Aupetit
Orcid: 0000-0001-6321-5242Affiliations:
- Hamad Bin Khalifa University, Qatar Computing Research Institute, Doha, Qatar
According to our database1,
Michaël Aupetit
authored at least 79 papers
between 2000 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
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Online presence:
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on hbku.edu.qa
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on orcid.org
On csauthors.net:
Bibliography
2024
IEEE Trans. Vis. Comput. Graph., January, 2024
ClustML: A measure of cluster pattern complexity in scatterplots learnt from human-labeled groupings.
Inf. Vis., 2024
2023
Datasets and code for ClustMe and ClustML visual quality measures of grouping patterns in monochrome scatterplots.
Dataset, November, 2023
Classes are not Clusters: Improving Label-based Evaluation of Dimensionality Reduction.
CoRR, 2023
2022
Sanity Check for External Clustering Validation Benchmarks using Internal Validation Measures.
CoRR, 2022
ClassSPLOM - A Scatterplot Matrix to Visualize Separation of Multiclass Multidimensional Data.
CoRR, 2022
Distortion-Aware Brushing for Interactive Cluster Analysis in Multidimensional Projections.
CoRR, 2022
Augmented Intelligence with Interactive Voronoi Treemap for Scalable Grouping: a Usage Scenario with Wearable Data.
Proceedings of the 24th Eurographics Conference on Visualization, 2022
Proceedings of the 30th European Symposium on Artificial Neural Networks, 2022
2021
IEEE Des. Test, 2021
ClustRank: a Visual Quality Measure Trained on Perceptual Data for Sorting Scatterplots by Cluster Patterns.
CoRR, 2021
Aquanims: Area-Preserving Animated Transitions in Statistical Data Graphics based on a Hydraulic Metaphor.
CoRR, 2021
The Role of a Facilitator in Co-Design Applications for Exploratory Analysis in Domains of High Complexity: The Case of MAHiCGO.
IEEE Access, 2021
Proceedings of the 21st Eurographics Conference on Visualization, 2021
2020
npj Digit. Medicine, 2020
An Enhanced MA Plot with R-Shiny to Ease Exploratory Analysis of Transcriptomic Data.
CoRR, 2020
CoRR, 2020
Proceedings of the 22nd Eurographics Conference on Visualization, 2020
Steering Distortions to Preserve Classes and Neighbors in Supervised Dimensionality Reduction.
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the Fourteenth International AAAI Conference on Web and Social Media, 2020
Comparing and Exploring High-Dimensional Data with Dimensionality Reduction Algorithms and Matrix Visualizations.
Proceedings of the AVI '20: International Conference on Advanced Visual Interfaces, Island of Ischia, Italy, September 28, 2020
2019
Multidimensional Projection for Visual Analytics: Linking Techniques with Distortions, Tasks, and Layout Enrichment.
IEEE Trans. Vis. Comput. Graph., 2019
Benchmark on a large cohort for sleep-wake classification with machine learning techniques.
npj Digit. Medicine, 2019
ClustMe: A Visual Quality Measure for Ranking Monochrome Scatterplots based on Cluster Patterns.
Comput. Graph. Forum, 2019
Bioinform., 2019
Proceedings of the 30th IEEE Visualization Conference, 2019
Proceedings of the 21st Eurographics Conference on Visualization, 2019
2018
Proceedings of the 15th International Conference on Information Systems for Crisis Response and Management, 2018
Proceedings of the 26th European Symposium on Artificial Neural Networks, 2018
Proceedings of the Companion of the 2018 ACM Conference on Computer Supported Cooperative Work and Social Computing, 2018
2017
Erratum to: Implementing 360° Quantified Self for childhood obesity: feasibility study and experiences from a weight loss camp in Qatar.
BMC Medical Informatics Decis. Mak., 2017
Implementing 360° Quantified Self for childhood obesity: feasibility study and experiences from a weight loss camp in Qatar.
BMC Medical Informatics Decis. Mak., 2017
Proceedings of the 14th Proceedings of the International Conference on Information Systems for Crisis Response and Management, 2017
Proceedings of the Eleventh International Conference on Web and Social Media, 2017
Visualization of Wearable Data and Biometrics for Analysis and Recommendations in Childhood Obesity.
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 2017
2016
COUSCOus: improved protein contact prediction using an empirical Bayes covariance estimator.
BMC Bioinform., 2016
Proceedings of the 13th IEEE Symposium on Visualization for Cyber Security, 2016
A design study to identify inconsistencies in kinship information: The case of the 1000 Genomes project.
Proceedings of the 2016 IEEE Pacific Visualization Symposium, 2016
Proceedings of the 2016 IEEE Pacific Visualization Symposium, 2016
2015
ClassiMap: A New Dimension Reduction Technique for Exploratory Data Analysis of Labeled Data.
Int. J. Pattern Recognit. Artif. Intell., 2015
Introduction to the special issue on visual analytics using multidimensional projections.
Neurocomputing, 2015
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
2014
Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2014
Proceedings of the 9th IEEE Conference on Visual Analytics Science and Technology, 2014
Proceedings of the Fifth Workshop on Beyond Time and Errors: Novel Evaluation Methods for Visualization, 2014
2013
Proceedings of the 1st International Workshop on Visual Analytics Using Multidimensional Projections, 2013
Proceedings of the 1st International Workshop on Visual Analytics Using Multidimensional Projections, 2013
Proceedings of the Extraction et gestion des connaissances (EGC'2013), Actes, 29 janvier, 2013
Alternating Optimization for Lambertian Photometric Stereo Model with Unknown Lighting Directions.
Proceedings of the Computer Analysis of Images and Patterns, 2013
2012
Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012
Approches topologiques pour l'analyse exploratoire de données et l'aide à la décision. (Topological approaches for data analytic and decision support).
, 2012
2011
Comput. Graph. Forum, 2011
2010
Ingénierie des Systèmes d Inf., 2010
Proceedings of the 1st International Symposium on Visual Analytics Science and Technology, 2010
Recent Advances in Nonlinear Dimensionality Reduction, Manifold and Topological Learning.
Proceedings of the 18th European Symposium on Artificial Neural Networks, 2010
Proceedings of the 18th European Symposium on Artificial Neural Networks, 2010
2009
Neurocomputing, 2009
2008
Rev. d'Intelligence Artif., 2008
Learning topology of a labeled data set with the supervised generative Gaussian graph.
Neurocomputing, 2008
Proceedings of the 16th European Symposium on Artificial Neural Networks, 2008
Proceedings of the Apprentissage Artificiel et Fouille de Données, 2008
2007
Concerning the differentiability of the energy function in vector quantization algorithms.
Neural Networks, 2007
Neurocomputing, 2007
Proceedings of the Extraction et gestion des connaissances (EGC'2007), 2007
2006
Eng. Appl. Artif. Intell., 2006
Proceedings of the 14th European Symposium on Artificial Neural Networks, 2006
2005
Neurocomputing, 2005
Proceedings of the Advances in Neural Information Processing Systems 18 [Neural Information Processing Systems, 2005
2004
Proceedings of the 12th European Symposium on Artificial Neural Networks, 2004
2003
Proceedings of the 11th European Symposium on Artificial Neural Networks, 2003
Proceedings of the 11th European Symposium on Artificial Neural Networks, 2003
2002
2001
Proceedings of the Advances in Self-Organising Maps, 2001
Proceedings of the Advances in Self-Organising Maps, 2001
2000
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000