Georges Hébrail

According to our database, Georges Hébrail authored at least 46 papers between 1986 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Open challenges for Machine Learning based Early Decision-Making research.

Alexis Bondu, Youssef Achenchabe, Albert Bifet, Fabrice Clérot, Antoine Cornuéjols, João Gama, Georges Hébrail, Vincent Lemaire, Pierre-Francois Marteau

SIGKDD Explor., 2022

2020

Autoencoder-based time series clustering with energy applications.

Guillaume Richard, Benoît Grossin, Guillaume Germaine, Georges Hébrail, Anne de Moliner

CoRR, 2020

Unsupervised Multi-source Domain Adaptation for Regression.

Guillaume Richard, Antoine de Mathelin, Georges Hébrail, Mathilde Mougeot, Nicolas Vayatis

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

Deep Learning Applied to NILM: Is Data Augmentation Worth for Energy Disaggregation?

Aurélien Delfosse, Georges Hébrail, Aimen Zerroug

Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020

2019

Nonnegative Matrix Factorization with Side Information for Time Series Recovery and Prediction.

Jiali Mei, Yohann de Castro, Yannig Goude, Jean-Marc Azaïs, Georges Hébrail

IEEE Trans. Knowl. Data Eng., 2019

Learning graph-structured data using Poincaré embeddings and Riemannian K-means algorithms.

Hatem Hajri, Hadi Zaatiti, Georges Hébrail

CoRR, 2019

2017

Nonnegative Matrix Factorization for Time Series Recovery From a Few Temporal Aggregates.

Jiali Mei, Yohann de Castro, Yannig Goude, Georges Hébrail

Proceedings of the 34th International Conference on Machine Learning, 2017

2016

A new privacy-preserving solution for clustering massively distributed personal times-series.

Tristan Allard, Georges Hébrail, Florent Masseglia, Esther Pacitti

Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

2015

Chiaroscuro: Transparency and Privacy for Massive Personal Time-Series Clustering.

Tristan Allard, Georges Hébrail, Florent Masseglia, Esther Pacitti

Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

2013

Searching time series with Hadoop in an electric power company.

Alice Berard, Georges Hébrail

Proceedings of the 2nd International Workshop on Big Data, 2013

2012

Individual household electric power consumption.

Georges Hébrail, Alice Berard

Dataset, August, 2012

A clustering approach for sampling data streams in sensor networks.

Alzennyr Da Silva, Raja Chiky, Georges Hébrail

Knowl. Inf. Syst., 2012

2010

Exploratory analysis of functional data via clustering and optimal segmentation.

Georges Hébrail, Bernard Hugueney, Yves Lechevallier, Fabrice Rossi

Neurocomputing, 2010

Spatiotemporal sampling for trajectory streams.

Mohamed Khalil El Mahrsi, Christine Potier, Georges Hébrail, Fabrice Rossi

Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

Efficient Trade-Off between Speed Processing and Accuracy in Summarizing Data Streams.

Nesrine Gabsi, Fabrice Clérot, Georges Hébrail

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2010

CLUSMASTER: A Clustering Approach for Sampling Data Streams in Sensor Networks.

Alzennyr Da Silva, Raja Chiky, Georges Hébrail

Proceedings of the ICDM 2010, 2010

Sliding HyperLogLog: Estimating Cardinality in a Data Stream over a Sliding Window.

Yousra Chabchoub, Georges Hébrail

Proceedings of the ICDMW 2010, 2010

Interrogation des résumés de flux de données.

Nesrine Gabsi, Fabrice Clérot, Georges Hébrail

Proceedings of the Extraction et gestion des connaissances (EGC'2010), 2010

Aggregation of asynchronous electric power consumption time series knowing the integral.

Raja Chiky, Laurent Decreusefond, Georges Hébrail

Proceedings of the EDBT 2010, 2010

2009

A Data Stream Model for Home Device Description.

Mohamed Khalil El Mahrsi, Sylvie Vignes, Georges Hébrail, Marie-Luce Picard

Proceedings of the Third IEEE International Conference on Research Challenges in Information Science, 2009

Résumé hybride de flux de données par échantillonnage et classification automatique.

Nesrine Gabsi, Fabrice Clérot, Georges Hébrail

Proceedings of the Extraction et gestion des connaissances (EGC'2009), 2009

Simultaneous Clustering and Segmentation for Functional Data.

Bernard Hugueney, Georges Hébrail, Yves Lechevallier, Fabrice Rossi

Proceedings of the 17th European Symposium on Artificial Neural Networks, 2009

An Hybrid Data Stream Summarizing Approach by Sampling and Clustering.

Nesrine Gabsi, Fabrice Clérot, Georges Hébrail

Proceedings of the Advances in Knowledge Discovery and Management [Best of EGC 2009, 2009

2008

Délestage pour l'analyse multidimensionnelle de flux de données.

Sylvain Ferrandiz, Georges Hébrail

Proceedings of the Extraction et gestion des connaissances (EGC'2008), 2008

Échantillonnage spatio-temporel de flux de données distribués.

Raja Chiky, Jérôme Cubillé, Alain Dessertaine, Georges Hébrail, Marie-Luce Picard

Proceedings of the Extraction et gestion des connaissances (EGC'2008), 2008

Summarizing Distributed Data Streams for Storage in Data Warehouses.

Raja Chiky, Georges Hébrail

Proceedings of the Data Warehousing and Knowledge Discovery, 10th International Conference, 2008

2007

Summarizing a 3 way relational data stream.

Baptiste Csernel, Fabrice Clérot, Georges Hébrail

Monde des Util. Anal. Données, 2007

Using data stream management systems to analyze electric power consumption data.

Talel Abdessalem, Raja Chiky, Georges Hébrail, Jean Louis Vitti

Monde des Util. Anal. Données, 2007

Forgetting data intelligently in data warehouses.

Aliou Boly, Georges Hébrail

Proceedings of the 2007 IEEE International Conference on Research, 2007

Data stream management and mining.

Georges Hébrail

Proceedings of the Mining Massive Data Sets for Security, 2007

Des fonctions d'oubli intelligentes dans les entrepôts de données.

Aliou Boly, Sabine Goutier, Georges Hébrail

Proceedings of the Extraction et gestion des connaissances (EGC'2007), 2007

Traitement de données de consommation électrique par un Système de Gestion de Flux de Données.

Talel Abdessalem, Raja Chiky, Georges Hébrail, Jean Louis Vitti

Proceedings of the Extraction et gestion des connaissances (EGC'2007), 2007

Echantillonnage optimisé de données temporelles distribuées pour l'alimentation des entrepôts de données.

Raja Chiky, Georges Hébrail

Proceedings of the Actes des 3èmes journées francophones sur les Entrepôts de Données et l'Analyse en ligne, 2007

2006

Définition et diffusion de signatures sémantiques dans les systèmes pair-à-pair.

Raja Chiky, Bruno Defude, Georges Hébrail

Proceedings of the Extraction et gestion des connaissances (EGC'2006), 2006

Vers un entrepôt de données pour le trafic routier.

Claudia Bauzer Medeiros, Olivier Carles, Florian De Vuyst, Georges Hébrail, Bernard Hugueney, Marc Joliveau, Geneviève Jomier, Maude Manouvrier, Yosr Naïja, Gérard Scémama, Laurent Steffan

Proceedings of the Actes de la 2ème journée francophone sur les Entrepôts de Données et l'Analyse en ligne, 2006

2005

Fonctions d'oubli et Conservation de détail dans les entrepôts de données.

Aliou Boly, Georges Hébrail, Marie-Luce Picard

Proceedings of the Extraction et gestion des connaissances (EGC'2005), 2005

2004

Fuzzy Long Term Forecasting through Machine Learning and Symbolic Representations of Time Series.

Bernard Hugueney, Bernadette Bouchon-Meunier, Georges Hébrail

Proceedings of the Computational Intelligence, Theory and Applications, International Conference 8th Fuzzy Days, Dortmund, Germany, Sept. 29, 2004

Fonctions d'oubli dans les entrepôts de données.

Aliou Boly, Georges Hébrail, Marie-Luce Picard

Proceedings of the Extraction et gestion des connaissances (EGC'2004), 2004

2002

Getting right answers from incomplete multidimensional databases.

Sabine Goutier, Georges Hébrail, Véronique Stéphan

Ingénierie des Systèmes d Inf., 2002

1998

Interactive Interpretation of Hierarchical Clustering.

Eric Boudaillier, Georges Hébrail

Intell. Data Anal., 1998

Interactive Interpretation of Kohonen Maps Applied to Curves.

Anne Debregeas, Georges Hébrail

Proceedings of the Fourth International Conference on Knowledge Discovery and Data Mining (KDD-98), 1998

1995

The SPHERE project: a step towards more sophisticated information systems.

Georges Hébrail

J. Inf. Sci., 1995

1992

Automatic Document Classification: Natural Language Processing, Statistical Analysis, and Expert System Techniques used together.

M. J. Blosseville, Georges Hébrail, M. G. Monteil, N. Pénot

Proceedings of the 15th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval. Copenhagen, 1992

1986

A Model of Summaries for Very Large Databases.

Georges Hébrail

Proceedings of the Third International Workshop on Statistical and Scientific Database Management, 1986

A Probability Model of Uncertainty in Data Bases.

Erol Gelenbe, Georges Hébrail

Proceedings of the Second International Conference on Data Engineering, 1986

Modèli de définition de résumés d'une base de données.

Georges Hébrail

Proceedings of the 2^èmes Journées Bases de Données Avancés, 1986