Yannig Goude
Yannig Goude
EDF R&D, Université Paris-Sud
Verified email at edf.fr - Homepage
Title
Cited by
Cited by
Year
Generalized additive models for large data sets
SN Wood, Y Goude, S Shaw
Journal of the Royal Statistical Society: Series C: Applied Statistics, 139-155, 2015
1902015
Local short and middle term electricity load forecasting with semi-parametric additive models
Y Goude, R Nedellec, N Kong
IEEE transactions on smart grid 5 (1), 440-446, 2013
1632013
Additive models and robust aggregation for GEFCom2014 probabilistic electric load and electricity price forecasting
P Gaillard, Y Goude, R Nedellec
International Journal of forecasting 32 (3), 1038-1050, 2016
1482016
Modeling and forecasting daily electricity load curves: a hybrid approach
H Cho, Y Goude, X Brossat, Q Yao
Journal of the American Statistical Association 108 (501), 7-21, 2013
932013
Forecasting electricity consumption by aggregating specialized experts
M Devaine, P Gaillard, Y Goude, G Stoltz
Machine Learning 90 (2), 231-260, 2013
802013
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
792014
Short-term electricity load forecasting with generalized additive models
A Pierrot, Y Goude
Proceedings of ISAP power 2011, 2011
732011
Fast calibrated additive quantile regression
M Fasiolo, SN Wood, M Zaffran, R Nedellec, Y Goude
Journal of the American Statistical Association, 1-11, 2020
532020
Adaptive learning of smoothing functions: Application to electricity load forecasting
A Ba, M Sinn, Y Goude, P Pompey
Advances in neural information processing systems, 2510-2518, 2012
392012
Forecasting electricity consumption by aggregating experts; how to design a good set of experts
P Gaillard, Y Goude
Modeling and stochastic learning for forecasting in high dimensions, 95-115, 2015
382015
Scalable visualization methods for modern generalized additive models
M Fasiolo, R Nedellec, Y Goude, SN Wood
Journal of computational and Graphical Statistics 29 (1), 78-86, 2020
242020
Electricity forecasting using multi-stage estimators of nonlinear additive models
V Thouvenot, A Pichavant, Y Goude, A Antoniadis, JM Poggi
IEEE Transactions on Power Systems 31 (5), 3665-3673, 2015
212015
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
172018
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
142016
Mélange de prédicteurs et application à la prévision de consommation électrique
Y Goude
Thèse de doctorat, Université Paris-Sud, 2008
122008
Nonnegative matrix factorization with side information for time series recovery and prediction
J Mei, Y De Castro, Y Goude, JM Azais, G Hébrail
IEEE Transactions on Knowledge and Data Engineering 31 (3), 493-506, 2018
102018
Modelling and forecasting daily electricity load via curve linear regression
H Cho, Y Goude, X Brossat, Q Yao
Modeling and Stochastic Learning for Forecasting in High Dimensions, 35-54, 2015
102015
Nonnegative matrix factorization for time series recovery from a few temporal aggregates
J Mei, Y De Castro, Y Goude, G Hébrail
International Conference on Machine Learning, 2382-2390, 2017
92017
Massive-scale simulation of electrical load in smart grids using generalized additive models
P Pompey, A Bondu, Y Goude, M Sinn
Modeling and Stochastic Learning for Forecasting in High Dimensions, 193-212, 2015
82015
Clustering Electricity Consumers using High Dimensional Regression Mixture Models
E Devijver, Y Goude, JM Poggi
Applied Stochastic Models in Business and Industry,, 2019
7*2019
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Articles 1–20