2 papers
cs.AI2021
Drift anticipation with forgetting to improve evolving fuzzy system
Clément Leroy, Eric Anquetil, Nathalie Girard
Working with a non-stationary stream of data requires for the analysis system to evolve its model (the parameters as well as the structure) over time. In particular, concept drifts…
cs.AI2019
ParaFIS:A new online fuzzy inference system based on parallel drift anticipation
Clement Leroy, Eric Anquetil, Nathalie Girard
This paper proposes a new architecture of incremen-tal fuzzy inference system (also called Evolving Fuzzy System-EFS). In the context of classifying data stream in non stationary e…