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Fatoumata Dama
ORCID
Publication Activity (10 Years)
Years Active: 2021-2023
Publications (10 Years): 7
Top Topics
Systematic Review
Gibbs Sampler
Monte Carlo Simulation
Markov Model
Top Venues
CoRR
KI
Mach. Learn.
ESANN
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Publications
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Fatoumata Dama
,
Christine Sinoquet
,
Corinne Lejus-Bourdeau
A hidden Markov model with Hawkes process-derived contextual variables to improve time series prediction. Case study in medical simulation.
ESANN
(2023)
Fatoumata Dama
,
Christine Sinoquet
Partially Hidden Markov Chain Multivariate Linear Autoregressive model: inference and forecasting - application to machine health prognostics.
Mach. Learn.
112 (1) (2023)
Jordan Gonzalez
,
Fatoumata Dama
,
Laurent Cervoni
A Novel Incremental Learning Strategy Based on Synthetic Data Generated from a Random Forest.
KI
(2023)
Fatoumata Dama
,
Christine Sinoquet
,
Corinne Lejus-Bourdeau
A Framework for Context-Sensitive Prediction in Time Series - Feasibility Study for Data-Driven Simulation in Medicine.
DSAA
(2023)
Fatoumata Dama
,
Christine Sinoquet
Analysis and modeling to forecast in time series: a systematic review.
CoRR
(2021)
Fatoumata Dama
,
Christine Sinoquet
Partially Hidden Markov Chain Linear Autoregressive model: inference and forecasting.
CoRR
(2021)
Fatoumata Dama
,
Christine Sinoquet
Prediction and Inference in a Partially Hidden Markov-switching Framework with Autoregression. Application to Machinery Health Diagnosis.
ICTAI
(2021)