Georges Hébrail

Publication Activity (10 Years)

Years Active: 1986-2022
Publications (10 Years): 10

Top Topics

Nonnegative Matrix Factorization

Machine Learning

Top Venues

Publications

Alexis Bondu, Youssef Achenchabe, Albert Bifet, Fabrice Clérot, Antoine Cornuéjols, João Gama, Georges Hébrail, Vincent Lemaire, Pierre-Francois Marteau
Open challenges for Machine Learning based Early Decision-Making research. SIGKDD Explor. 24 (2) (2022)
Alexis Bondu, Youssef Achenchabe, Albert Bifet, Fabrice Clérot, Antoine Cornuéjols, João Gama, Georges Hébrail, Vincent Lemaire, Pierre-François Marteau
Open challenges for Machine Learning based Early Decision-Making research. CoRR (2022)
Aurélien Delfosse, Georges Hébrail, Aimen Zerroug
Deep Learning Applied to NILM: Is Data Augmentation Worth for Energy Disaggregation? ECAI (2020)
Guillaume Richard, Benoît Grossin, Guillaume Germaine, Georges Hébrail, Anne de Moliner
Autoencoder-based time series clustering with energy applications. CoRR (2020)
Guillaume Richard, Antoine de Mathelin, Georges Hébrail, Mathilde Mougeot, Nicolas Vayatis
Unsupervised Multi-source Domain Adaptation for Regression. ECML/PKDD (1) (2020)
Jiali Mei, Yohann de Castro, Yannig Goude, Jean-Marc Azaïs, Georges Hébrail
Nonnegative Matrix Factorization with Side Information for Time Series Recovery and Prediction. IEEE Trans. Knowl. Data Eng. 31 (3) (2019)
Hatem Hajri, Hadi Zaatiti, Georges Hébrail
Learning graph-structured data using Poincaré embeddings and Riemannian K-means algorithms. CoRR (2019)
Jiali Mei, Yohann de Castro, Yannig Goude, Georges Hébrail
Nonnegative Matrix Factorization for Time Series Recovery From a Few Temporal Aggregates. ICML (2017)
Tristan Allard, Georges Hébrail, Florent Masseglia, Esther Pacitti
A new privacy-preserving solution for clustering massively distributed personal times-series. ICDE (2016)
Tristan Allard, Georges Hébrail, Florent Masseglia, Esther Pacitti
Chiaroscuro: Transparency and Privacy for Massive Personal Time-Series Clustering. SIGMOD Conference (2015)
Alice Berard, Georges Hébrail
Searching time series with Hadoop in an electric power company. BigMine (2013)
Alzennyr Da Silva, Raja Chiky, Georges Hébrail
A clustering approach for sampling data streams in sensor networks. Knowl. Inf. Syst. 32 (1) (2012)
Nesrine Gabsi, Fabrice Clérot, Georges Hébrail
Interrogation des résumés de flux de données. EGC (2010)
Raja Chiky, Laurent Decreusefond, Georges Hébrail
Aggregation of asynchronous electric power consumption time series knowing the integral. EDBT (2010)
Alzennyr Da Silva, Raja Chiky, Georges Hébrail
CLUSMASTER: A Clustering Approach for Sampling Data Streams in Sensor Networks. ICDM (2010)
Georges Hébrail, Bernard Hugueney, Yves Lechevallier, Fabrice Rossi
Exploratory analysis of functional data via clustering and optimal segmentation. Neurocomputing 73 (7-9) (2010)
Nesrine Gabsi, Fabrice Clérot, Georges Hébrail
Efficient Trade-Off between Speed Processing and Accuracy in Summarizing Data Streams. PAKDD (2) (2010)
Georges Hébrail, Bernard Hugueney, Yves Lechevallier, Fabrice Rossi
Exploratory Analysis of Functional Data via Clustering and Optimal Segmentation CoRR (2010)
Mohamed Khalil El Mahrsi, Christine Potier, Georges Hébrail, Fabrice Rossi
Spatiotemporal sampling for trajectory streams. SAC (2010)
Yousra Chabchoub, Georges Hébrail
Sliding HyperLogLog: Estimating Cardinality in a Data Stream over a Sliding Window. ICDM Workshops (2010)
Bernard Hugueney, Georges Hébrail, Yves Lechevallier, Fabrice Rossi
Simultaneous Clustering and Segmentation for Functional Data. ESANN (2009)
Mohamed Khalil El Mahrsi, Sylvie Vignes, Georges Hébrail, Marie-Luce Picard
A Data Stream Model for Home Device Description. RCIS (2009)
Nesrine Gabsi, Fabrice Clérot, Georges Hébrail
Résumé hybride de flux de données par échantillonnage et classification automatique. EGC (2009)
Nesrine Gabsi, Fabrice Clérot, Georges Hébrail
An Hybrid Data Stream Summarizing Approach by Sampling and Clustering. EGC (best of volume) (2009)
Raja Chiky, Georges Hébrail
Summarizing Distributed Data Streams for Storage in Data Warehouses. DaWaK (2008)
Sylvain Ferrandiz, Georges Hébrail
Délestage pour l'analyse multidimensionnelle de flux de données. EGC (2008)
Raja Chiky, Jérôme Cubillé, Alain Dessertaine, Georges Hébrail, Marie-Luce Picard
Échantillonnage spatio-temporel de flux de données distribués. EGC (2008)
Aliou Boly, Georges Hébrail
Forgetting data intelligently in data warehouses. RIVF (2007)
Aliou Boly, Sabine Goutier, Georges Hébrail
Des fonctions d'oubli intelligentes dans les entrepôts de données. EGC (2007)
Raja Chiky, Georges Hébrail
Echantillonnage optimisé de données temporelles distribuées pour l'alimentation des entrepôts de données. EDA (2007)
Baptiste Csernel, Fabrice Clérot, Georges Hébrail
Summarizing a 3 way relational data stream. Monde des Util. Anal. Données 36 (2007)
Georges Hébrail
Data stream management and mining. NATO ASI Mining Massive Data Sets for Security (2007)
Talel Abdessalem, Raja Chiky, Georges Hébrail, Jean Louis Vitti
Using data stream management systems to analyze electric power consumption data. Monde des Util. Anal. Données 36 (2007)
Talel Abdessalem, Raja Chiky, Georges Hébrail, Jean Louis Vitti
Traitement de données de consommation électrique par un Système de Gestion de Flux de Données. EGC (2007)
Claudia Bauzer Medeiros, Olivier Carles, Florian De Vuyst, Georges Hébrail, Bernard Hugueney, Marc Joliveau, Geneviève Jomier, Maude Manouvrier, Yosr Naïja, Gérard Scémama, Laurent Steffan
Vers un entrepôt de données pour le trafic routier. EDA (2006)
Raja Chiky, Bruno Defude, Georges Hébrail
Définition et diffusion de signatures sémantiques dans les systèmes pair-à-pair. EGC (2006)
Aliou Boly, Georges Hébrail, Marie-Luce Picard
Fonctions d'oubli et Conservation de détail dans les entrepôts de données. EGC (2005)
Aliou Boly, Georges Hébrail, Marie-Luce Picard
Fonctions d'oubli dans les entrepôts de données. EGC (2004)
Bernard Hugueney, Bernadette Bouchon-Meunier, Georges Hébrail
Fuzzy Long Term Forecasting through Machine Learning and Symbolic Representations of Time Series. Fuzzy Days (2004)
Sabine Goutier, Georges Hébrail, Véronique Stéphan
Getting right answers from incomplete multidimensional databases. Ingénierie des Systèmes d Inf. 7 (3) (2002)
Anne Debregeas, Georges Hébrail
Interactive Interpretation of Kohonen Maps Applied to Curves. KDD (1998)
Eric Boudaillier, Georges Hébrail
Interactive Interpretation of Hierarchical Clustering. Intell. Data Anal. 2 (1-4) (1998)
Eric Boudaillier, Georges Hébrail
Interactive Interpretation of Hierarchical Clustering. PKDD (1997)
Georges Hébrail
The SPHERE project: a step towards more sophisticated information systems. J. Inf. Sci. 21 (6) (1995)
M. J. Blosseville, Georges Hébrail, M. G. Monteil, N. Pénot
Automatic Document Classification: Natural Language Processing, Statistical Analysis, and Expert System Techniques used together. SIGIR (1992)
Erol Gelenbe, Georges Hébrail
A Probability Model of Uncertainty in Data Bases. ICDE (1986)
Georges Hébrail
Modèli de définition de résumés d'une base de données. BDA (1986)
Georges Hébrail
A Model of Summaries for Very Large Databases. SSDBM (1986)