Valérie Monbet

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 9

Top Topics

Historical Data

Polynomial Regression

Active Learning

Selective Sampling

Top Venues

Comput. Stat. Data Anal.

Data Knowl. Eng.

Publications

Victor Bertret, Roman Le Goff Latimier, Valérie Monbet
A Stochastic Expectation Maximization Algorithm for the Estimation of Wastewater Treatment Plant Ammonium Concentration. ECC (2024)
Ashna Jose, João Paulo Almeida de Mendonça, Emilie Devijver, Noël Jakse, Valérie Monbet, Roberta Poloni
Regression tree-based active learning. Data Min. Knowl. Discov. 38 (2) (2024)
Esso-Ridah Bleza, Valérie Monbet, Pierre-François Marteau
Retraction notice to "Pollen risk levels prediction from multi-source historical data" [Data Knowl. Eng. 142 (2022) 102096]. Data Knowl. Eng. 144 (2023)
Esso-Ridah Bleza, Valérie Monbet, Pierre-François Marteau
Pollen risk levels prediction from multi-source historical data. Data Knowl. Eng. 142 (2022)
Said Obakrim, Valérie Monbet, Nicolas Raillard, Pierre Ailliot
Learning the spatio-temporal relationship between wind and significant wave height using deep learning. CoRR (2022)
Esso-Ridah Bleza, Valérie Monbet, Pierre-François Marteau
Prédiction des niveaux de risque pollinique à partir de données historiques multi-sources. EGC (2022)
Thi Tuyet Trang Chau, Pierre Ailliot, Valérie Monbet
An algorithm for non-parametric estimation in state-space models. Comput. Stat. Data Anal. 153 (2021)
Audrey Poterie, Jean-François Dupuy, Valérie Monbet, Laurent Rouvìère
Classification tree algorithm for grouped variables. Comput. Stat. 34 (4) (2019)
Valérie Monbet, Pierre Ailliot
Sparse vector Markov switching autoregressive models. Application to multivariate time series of temperature. Comput. Stat. Data Anal. 108 (2017)
Pierre Ailliot, Valérie Monbet
Markov-switching autoregressive models for wind time series. Environ. Model. Softw. 30 (2012)
Pierre Ailliot, Emmanuel Frénod, Valérie Monbet
Long Term Object Drift Forecast in the Ocean with Tide and Wind. Multiscale Model. Simul. 5 (2) (2006)