ORIOLE: A web application for the automatic filtering of outliers in databases produced by the Walk-over-Weighing (WoW) platform - TechCare project - v1.1.0
Isabelle Sanchez, Bertrand Cloez · HAL (Le Centre pour la Communication Scientifique Directe) · 2024
A web application for the automatic filtering of outliers in databases produced by the Walk-over-Weighing (WoW) platform - TechCare project - v1.1.0This app is for research purposes, to test different methods of outlier detection, with the 2 following implemented methods :{kfino}: Kalman Filter with Impulsed Noised Outliers (https://CRAN.R-project.org/package=kfino)locfit: local regression (faster but less efficient)License GPL-3This web application is deployed using the SK8 service: https://sk8.inrae.fr/ and is related to this publication:hal-04563781v1Kalman filter with impulse noised outliers: a robust sequential algorithm to filter data with a large number of outliersBertrand Cloez (1) , Bénédicte Fontez (1) , Eliel González García (2) , Isabelle Sanchez (1)