Pierrick Bruneau

ORCID

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 25

Top Venues

University of Nantes, France (PHD)

Education History

University of Nantes, France

PHD

Publications

Oscar Castro, Pierrick Bruneau, Jean-Sébastien Sottet, Dario Torregrossa
Landscape of High-Performance Python to Develop Data Science and Machine Learning Applications. ACM Comput. Surv. 56 (3) (2024)
Olivier Parisot, Pierrick Bruneau, Patrik Hitzelberger
Astronomical Images Quality Assessment with Automated Machine Learning. CoRR (2023)
Olivier Parisot, Pierrick Bruneau, Patrik Hitzelberger
Astronomical Images Quality Assessment with Automated Machine Learning. DATA (2023)
Pierrick Bruneau, David Fiorelli, Christian Braun, Daniel Koster
Hybrid-Physical Probabilistic Forecasting for a Set of Photovoltaic Systems using Recurrent Neural Networks. CoRR (2023)
Oscar Castro, Pierrick Bruneau, Jean-Sébastien Sottet, Dario Torregrossa
Landscape of High-performance Python to Develop Data Science and Machine Learning Applications. CoRR (2023)
Oscar Castro, Pierrick Bruneau, Jean-Sébastien Sottet, Dario Torregrossa
Parallelization of Data Science Tasks, an Experimental Overview. ICCPR (2022)
Olivier Parisot, Pierrick Bruneau, Patrik Hitzelberger, Gilles Krebs, Christophe Destruel
Improving Accessibility for Deep Sky Observation. ERCIM News 2022 (130) (2022)
Etienne Brangbour, Pierrick Bruneau, Thomas Tamisier, Stéphane Marchand-Maillet
Cold Start Active Learning Strategies in the Context of Imbalanced Classification. CoRR (2022)
Pierrick Bruneau, Etienne Brangbour, Stéphane Marchand-Maillet, Renaud Hostache, Marco Chini, Ramona Pelich, Patrick Matgen, Thomas Tamisier
Measuring the Impact of Natural Hazards with Citizen Science: The Case of Flooded Area Estimation Using Twitter. Remote. Sens. 13 (6) (2021)
Pierrick Bruneau, Yoanne Didry, Thomas Tamisier
Apprentissage par transfert et données mixtes pour évaluer l'importance de crues à partir d'articles d'information. EGC (2020)
Etienne Brangbour, Pierrick Bruneau, Thomas Tamisier, Stéphane Marchand-Maillet
Active Learning with Crowdsourcing for the Cold Start of Imbalanced Classifiers. CDVE (2020)
Etienne Brangbour, Pierrick Bruneau, Stéphane Marchand-Maillet, Renaud Hostache, Marco Chini, Patrick Matgen, Thomas Tamisier
Computing flood probabilities using Twitter: application to the Houston urban area during Harvey. CoRR (2020)
Etienne Brangbour, Pierrick Bruneau, Stéphane Marchand-Maillet, Renaud Hostache, Patrick Matgen, Marco Chini, Thomas Tamisier
Extracting localized information from a Twitter corpus for flood prevention. CoRR (2019)
Pierrick Bruneau, Thomas Tamisier
Transfer Learning and Mixed Input Deep Neural Networks for Estimating Flood Severity in News Content. MediaEval (2019)
Pierrick Bruneau, Benoît Otjacques
A probabilistic model selection criterion for spectral clustering. Intell. Data Anal. 22 (5) (2018)
Pierrick Bruneau, Philippe Pinheiro, Yoanne Didry
Prédiction du Rayonnement Solaire par Apprentissage Automatique. EGC (2018)
Pierrick Bruneau, Philippe Pinheiro, Yoanne Didry
Data-driven forecasting of solar irradiance. CoRR (2018)
Etienne Brangbour, Pierrick Bruneau, Stéphane Marchand-Maillet
Extracting Flood Maps from Social Media for Assimilation. eScience (2018)
Pierrick Bruneau, Olivier Parisot, Thomas Tamisier
Storing and Processing Personal Narratives in the Context of Cultural Legacy Preservation. DATA (2017)
Pierrick Bruneau, Olivier Parisot, Thomas Tamisier
Faciliter les contributions personnelles pour préserver la mémoire des événements historiques. EGC (2017)
Pierrick Bruneau
Narrative Annotation of Content for Cultural Legacy Preservation. DATA (Revised Selected Papers) (2017)
Johann Poignant, Mateusz Budnik, Hervé Bredin, Claude Barras, Mickaël Stefas, Pierrick Bruneau, Gilles Adda, Laurent Besacier, Hazim Kemal Ekenel, Gil Francopoulo, Javier Hernando, Joseph Mariani, Ramon Morros, Georges Quénot, Sophie Rosset, Thomas Tamisier
The CAMOMILE Collaborative Annotation Platform for Multi-modal, Multi-lingual and Multi-media Documents. LREC (2016)
Johann Poignant, Hervé Bredin, Claude Barras, Mickaël Stefas, Pierrick Bruneau, Thomas Tamisier
Benchmarking multimedia technologies with the CAMOMILE platform: the case of Multimodal Person Discovery at MediaEval 2015. LREC (2016)
Pierrick Bruneau, Mickaël Stefas, Johann Poignant, Hervé Bredin, Claude Barras
Post-Hoc Interactive Analytics of Errors in the Context of a Person Discovery Task. ISM (2016)
Pierrick Bruneau, Benoît Otjacques
Observations sur les distributions latentes aux matrices laplaciennes de graphes. EGC (2016)
Mateusz Budnik, Laurent Besacier, Johann Poignant, Hervé Bredin, Claude Barras, Mickaël Stefas, Pierrick Bruneau, Thomas Tamisier
Collaborative annotation for person identification in TV shows. INTERSPEECH (2015)
Pierrick Bruneau, Philippe Pinheiro, Bertjan Broeksema, Benoît Otjacques
Proposition d'outil de clustering visuel et interactif. EGC (2015)
Pierrick Bruneau, Mickaël Stefas, Hervé Bredin, Johann Poignant, Thomas Tamisier, Claude Barras
A Visual Analytics Approach to Finding Factors Improving Automatic Speaker Identifications. ICMI (2015)
Pierrick Bruneau, Philippe Pinheiro, Bertjan Broeksema, Benoît Otjacques
Cluster Sculptor, an interactive visual clustering system. Neurocomputing 150 (2015)
Pierrick Bruneau, Olivier Parisot, Benoît Otjacques
A Heuristic for the Automatic Parametrization of the Spectral Clustering Algorithm. ICPR (2014)
Pierrick Bruneau, Mickaël Stefas, Hervé Bredin, Anh-Phuong Ta, Thomas Tamisier, Claude Barras
A Web-Based Tool for the Visual Analysis of Media Annotations. IV (2014)
Pierrick Bruneau, Olivier Parisot, Philippe Pinheiro
Une heuristique pour le paramétrage automatique de l'algorithme de clustering spectral. EGC (2014)
Olivier Parisot, Yoanne Didry, Pierrick Bruneau, Benoît Otjacques
Data Visualization using Decision Trees and Clustering. IVAPP (2014)
Olivier Parisot, Yoanne Didry, Pierrick Bruneau, Thomas Tamisier
Vers une classification non supervisée adaptée pour obtenir des arbres de décision simplifiés. EGC (2014)
Pierrick Bruneau, Mickaël Stefas, Mateusz Budnik, Johann Poignant, Hervé Bredin, Thomas Tamisier, Benoît Otjacques
Collaborative Annotation of Multimedia Resources. CDVE (2014)
Pierrick Bruneau, Benoît Otjacques
A Proposition of Interactive Visual Clustering System. VAMP@EuroVis (2013)
Pierrick Bruneau, Marc Gelgon, Fabien Picarougne
A low-cost variational-Bayes technique for merging mixtures of probabilistic principal component analyzers. Inf. Fusion 14 (3) (2013)
Pierrick Bruneau, Benoît Otjacques
An Interactive, Example-Based, Visual Clustering System. IV (2013)
Olivier Parisot, Pierrick Bruneau, Yoanne Didry, Thomas Tamisier
User-Driven Data Preprocessing for Decision Support. CDVE (2013)
Pierrick Bruneau, Laurence Boudet, Cécilia Damon
Neural Architectures for Global Solar Irradiation and Air Temperature Prediction. ICANN (2) (2012)
Pierrick Bruneau, Laurence Boudet
Bayesian Variable Selection in Neural Networks for Short-Term Meteorological Prediction. ICONIP (4) (2012)
Pierrick Bruneau, Marc Gelgon, Fabien Picarougne
Aggregation of Probabilistic PCA Mixtures with a Variational-Bayes Technique Over Parameters. ICPR (2010)
Pierrick Bruneau, Fabien Picarougne, Marc Gelgon
Interactive unsupervised classification and visualization for browsing an image collection. Pattern Recognit. 43 (2) (2010)
Pierrick Bruneau, Marc Gelgon, Fabien Picarougne
Parsimonious reduction of Gaussian mixture models with a variational-Bayes approach. Pattern Recognit. 43 (3) (2010)
Pierrick Bruneau, Fabien Picarougne, Marc Gelgon
Incremental semi-supervised clustering in a data stream with a flock of agents. IEEE Congress on Evolutionary Computation (2009)
Pierrick Bruneau, Marc Gelgon, Fabien Picarougne
Parsimonious variational-Bayes mixture aggregation with a Poisson prior. EUSIPCO (2009)
Pierrick Bruneau, Marc Gelgon, Fabien Picarougne
Parameter-based reduction of Gaussian mixture models with a variational-Bayes approach. ICPR (2008)
Pierrick Bruneau, Antoine Pigeau, Marc Gelgon, Fabien Picarougne
Geo-temporal Structuring of a Personal Image Database with Two-Level Variational-Bayes Mixture Estimation. Adaptive Multimedia Retrieval (2008)

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Publication Activity (10 Years)

Top Topics

Top Venues

Pierrick Bruneau