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Jairo Cugliari
Jairo Cugliari
Verified email at univ-lyon2.fr - Homepage
Title
Cited by
Cited by
Year
Clustering functional data using wavelets
A Antoniadis, X Brossat, J Cugliari, JM Poggi
International Journal of Wavelets, Multiresolution and Information Processing, 2013
1212013
GEFCom2012: Electric load forecasting and backcasting with semi-parametric models
R Nedellec, J Cugliari, Y Goude
International Journal of forecasting 30 (2), 375-381, 2014
1082014
Game-Theoretically Optimal Reconciliation of Contemporaneous Hierarchical Time Series Forecasts
CJ van Erven T.
Modeling and Stochastic Learning for Forecasting in High Dimensions 217, 2015
742015
Short-term electricity demand forecasting using a functional state space model
K Nagbe, J Cugliari, J Jacques
Energies 11 (5), 1120, 2018
492018
A prediction interval for a function-valued forecast model: Application to load forecasting
A Antoniadis, X Brossat, J Cugliari, JM Poggi
International Journal of Forecasting 32 (3), 939-947, 2016
412016
Prévision d'un processus à valeurs fonctionnelles en présence de non stationnarités. Application à la consommation d'électricité.
A Antoniadis, X Brosat, J Cugliari, JM Poggi
Journal de la Société Française de Statistique 153 (2), 52-78, 2012
302012
Scalable clustering of individual electrical curves for profiling and bottom-up forecasting
B Auder, J Cugliari, Y Goude, JM Poggi
Energies 11 (7), 1893, 2018
272018
Disaggregated electricity forecasting using wavelet-based clustering of individual consumers
J Cugliari, Y Goude, JM Poggi
2016 IEEE International Energy Conference (ENERGYCON), 1-6, 2016
252016
Prévision non paramétrique de processus à valeurs fonctionnelles: application à la consommation d'électricité
J Cugliari
Université Paris-Sud, FR, 2011
232011
Improved linear regression prediction by transfer learning
D Obst, B Ghattas, S Claudel, J Cugliari, Y Goude, G Oppenheim
Computational Statistics & Data Analysis 174, 107499, 2022
17*2022
Une approche fonctionnelle pour la prévision non-paramétrique de la consommation d’électricité
A Antoniadis, X Brossat, J Cugliari, JM Poggi
Journal de la Société Française de Statistique 155 (2), 202-219, 2014
142014
Predictive maintenance from event logs using wavelet-based features: an industrial application
S Bonnevay, J Cugliari, V Granger
14th International Conference on Soft Computing Models in Industrial and …, 2020
122020
Conditional Autoregressive Hilbertian processes
J Cugliari
arxiv, 2013
102013
Boosting diversity in regression ensembles
M Bourel, J Cugliari, Y Goude, JM Poggi
Statistical Analysis and Data Mining: The ASA Data Science Journal 17 (1 …, 2024
72024
Textual data for time series forecasting
D Obst, B Ghattas, S Claudel, J Cugliari, Y Goude, G Oppenheim
arXiv preprint arXiv:1910.12618, 2019
72019
How to detect novelty in textual data streams? A comparative study of existing methods
C Christophe, J Velcin, J Cugliari, P Suignard, M Boumghar
Advanced Analytics and Learning on Temporal Data: 4th ECML PKDD Workshop …, 2020
42020
Imputation of temperature extremes using Generalized Additive Models
J Cugliari, S De Mello, M Renom
New Delhi: JDS, 2018
42018
Monitoring geometrical properties of word embeddings for detecting the emergence of new topics
C Christophe, J Velcin, J Cugliari, M Boumghar, P Suignard
arXiv preprint arXiv:2111.03496, 2021
32021
Bagging of density estimators
M Bourel, J Cugliari
Computational Statistics 34 (4), 1849-1869, 2019
32019
Simulation of multicriteria data
J Cugliari, A Rolland
EURO journal on decision processes 6, 21-37, 2018
32018
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Articles 1–20