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ORCIDGeorges Hébrail
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- affiliation: Electricité de France - EDF R&D
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Journal Articles
- 2022
[j9]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): 12-31 (2022)- 2019
- [j8]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): 493-506 (2019) - 2012
- [j7]Alzennyr Da Silva, Raja Chiky, Georges Hébrail:
A clustering approach for sampling data streams in sensor networks. Knowl. Inf. Syst. 32(1): 1-23 (2012) - 2010
- [j6]Georges Hébrail, Bernard Hugueney, Yves Lechevallier, Fabrice Rossi:
Exploratory analysis of functional data via clustering and optimal segmentation. Neurocomputing 73(7-9): 1125-1141 (2010) - 2007
- [j5]Baptiste Csernel, Fabrice Clérot, Georges Hébrail:
Summarizing a 3 way relational data stream. Monde des Util. Anal. Données 36: 10-13 (2007) - [j4]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: 28-32 (2007) - 2002
- [j3]Sabine Goutier, Georges Hébrail, Véronique Stéphan:
Getting right answers from incomplete multidimensional databases. Ingénierie des Systèmes d Inf. 7(3): 67-88 (2002) - 1998
- [j2]Eric Boudaillier, Georges Hébrail:
Interactive Interpretation of Hierarchical Clustering. Intell. Data Anal. 2(1-4): 229-244 (1998) - 1995
- [j1]Georges Hébrail:
The SPHERE project: a step towards more sophisticated information systems. J. Inf. Sci. 21(6): 429-448 (1995)
Conference and Workshop Papers
- 2020
- [c35]Aurélien Delfosse, Georges Hébrail, Aimen Zerroug:
Deep Learning Applied to NILM: Is Data Augmentation Worth for Energy Disaggregation? ECAI 2020: 2972-2977 - [c34]Guillaume Richard, Antoine de Mathelin, Georges Hébrail, Mathilde Mougeot, Nicolas Vayatis:
Unsupervised Multi-source Domain Adaptation for Regression. ECML/PKDD (1) 2020: 395-411 - 2017
- [c33]Jiali Mei, Yohann de Castro, Yannig Goude, Georges Hébrail:
Nonnegative Matrix Factorization for Time Series Recovery From a Few Temporal Aggregates. ICML 2017: 2382-2390 - 2016
- [c32]Tristan Allard, Georges Hébrail, Florent Masseglia, Esther Pacitti:
A new privacy-preserving solution for clustering massively distributed personal times-series. ICDE 2016: 1370-1373 - 2015
- [c31]Tristan Allard, Georges Hébrail, Florent Masseglia, Esther Pacitti:
Chiaroscuro: Transparency and Privacy for Massive Personal Time-Series Clustering. SIGMOD Conference 2015: 779-794 - 2013
- [c30]Alice Berard, Georges Hébrail:
Searching time series with Hadoop in an electric power company. BigMine 2013: 15-22 - 2010
- [c29]Raja Chiky, Laurent Decreusefond, Georges Hébrail:
Aggregation of asynchronous electric power consumption time series knowing the integral. EDBT 2010: 663-668 - [c28]Nesrine Gabsi, Fabrice Clérot, Georges Hébrail:
Interrogation des résumés de flux de données. EGC 2010: 247-254 - [c27]Alzennyr Da Silva, Raja Chiky, Georges Hébrail:
CLUSMASTER: A Clustering Approach for Sampling Data Streams in Sensor Networks. ICDM 2010: 98-107 - [c26]Yousra Chabchoub, Georges Hébrail:
Sliding HyperLogLog: Estimating Cardinality in a Data Stream over a Sliding Window. ICDM Workshops 2010: 1297-1303 - [c25]Nesrine Gabsi, Fabrice Clérot, Georges Hébrail:
Efficient Trade-Off between Speed Processing and Accuracy in Summarizing Data Streams. PAKDD (2) 2010: 343-353 - [c24]Mohamed Khalil El Mahrsi, Christine Potier, Georges Hébrail, Fabrice Rossi:
Spatiotemporal sampling for trajectory streams. SAC 2010: 1627-1628 - 2009
- [c23]Nesrine Gabsi, Fabrice Clérot, Georges Hébrail:
An Hybrid Data Stream Summarizing Approach by Sampling and Clustering. EGC (best of volume) 2009: 181-200 - [c22]Bernard Hugueney, Georges Hébrail, Yves Lechevallier, Fabrice Rossi:
Simultaneous Clustering and Segmentation for Functional Data. ESANN 2009 - [c21]Nesrine Gabsi, Fabrice Clérot, Georges Hébrail:
Résumé hybride de flux de données par échantillonnage et classification automatique. EGC 2009: 229-240 - [c20]Mohamed Khalil El Mahrsi, Sylvie Vignes, Georges Hébrail, Marie-Luce Picard:
A Data Stream Model for Home Device Description. RCIS 2009: 395-402 - 2008
- [c19]Raja Chiky, Georges Hébrail:
Summarizing Distributed Data Streams for Storage in Data Warehouses. DaWaK 2008: 65-74 - [c18]Raja Chiky, Jérôme Cubillé, Alain Dessertaine, Georges Hébrail, Marie-Luce Picard:
Échantillonnage spatio-temporel de flux de données distribués. EGC 2008: 169-180 - [c17]Sylvain Ferrandiz, Georges Hébrail:
Délestage pour l'analyse multidimensionnelle de flux de données. EGC 2008: 193-198 - 2007
- [c16]Raja Chiky, Georges Hébrail:
Echantillonnage optimisé de données temporelles distribuées pour l'alimentation des entrepôts de données. EDA 2007: 51-66 - [c15]Aliou Boly, Sabine Goutier, Georges Hébrail:
Des fonctions d'oubli intelligentes dans les entrepôts de données. EGC 2007: 223-234 - [c14]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: 521-532 - [c13]Georges Hébrail:
Data stream management and mining. NATO ASI Mining Massive Data Sets for Security 2007: 89-102 - [c12]Aliou Boly, Georges Hébrail:
Forgetting data intelligently in data warehouses. RIVF 2007: 220-227 - 2006
- [c11]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: 119-138 - [c10]Raja Chiky, Bruno Defude, Georges Hébrail:
Définition et diffusion de signatures sémantiques dans les systèmes pair-à-pair. EGC 2006: 463-468 - 2005
- [c9]Aliou Boly, Georges Hébrail, Marie-Luce Picard:
Fonctions d'oubli et Conservation de détail dans les entrepôts de données. EGC 2005: 355 - 2004
- [c8]Aliou Boly, Georges Hébrail, Marie-Luce Picard:
Fonctions d'oubli dans les entrepôts de données. EGC 2004: 47-52 - [c7]Bernard Hugueney, Bernadette Bouchon-Meunier, Georges Hébrail:
Fuzzy Long Term Forecasting through Machine Learning and Symbolic Representations of Time Series. Fuzzy Days 2004: 109-123 - 1998
- [c6]Anne Debregeas, Georges Hébrail:
Interactive Interpretation of Kohonen Maps Applied to Curves. KDD 1998: 179-183 - 1997
- [c5]Eric Boudaillier, Georges Hébrail:
Interactive Interpretation of Hierarchical Clustering. PKDD 1997: 288-298 - 1992
- [c4]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: 51-58 - 1986
- [c3]Georges Hébrail:
Modèli de définition de résumés d'une base de données. BDA 1986: 133-150 - [c2]Erol Gelenbe, Georges Hébrail:
A Probability Model of Uncertainty in Data Bases. ICDE 1986: 328-333 - [c1]Georges Hébrail:
A Model of Summaries for Very Large Databases. SSDBM 1986: 143-151
Editorship
- 2004
- [e1]Georges Hébrail, Ludovic Lebart, Jean-Marc Petit:
Extraction et gestion des connaissances (EGC'2004), Actes des quatrièmes journées Extraction et Gestion des Connaissances, Clermont Ferrand, France, 20-23 janvier 2004, 2 Volumes. Revue des Nouvelles Technologies de l'Information RNTI-E-2, Cépaduès-Éditions 2004, ISBN 2-85428-633-2 [contents]
Data and Artifacts
- 2012
- [d1]Georges Hébrail, Alice Berard:
Individual household electric power consumption. UCI Machine Learning Repository, 2012
Informal and Other Publications
- 2022
- [i4]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 abs/2204.13111 (2022) - 2020
- [i3]Guillaume Richard, Benoît Grossin, Guillaume Germaine, Georges Hébrail, Anne de Moliner:
Autoencoder-based time series clustering with energy applications. CoRR abs/2002.03624 (2020) - 2019
- [i2]Hatem Hajri, Hadi Zaatiti, Georges Hébrail:
Learning graph-structured data using Poincaré embeddings and Riemannian K-means algorithms. CoRR abs/1907.01662 (2019) - 2010
- [i1]Georges Hébrail, Bernard Hugueney, Yves Lechevallier, Fabrice Rossi:
Exploratory Analysis of Functional Data via Clustering and Optimal Segmentation. CoRR abs/1004.0456 (2010)
Coauthor Index
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