Search Results for author: Noëlie Cherrier

Found 6 papers, 1 papers with code

Unified Occupancy on a Public Transport Network through Combination of AFC and APC Data

no code implementations6 Feb 2024 Amir Dib, Noëlie Cherrier, Martin Graive, Baptiste Rérolle, Eglantine Schmitt

This paper introduces the unified occupancy method, a geostatistical model to extrapolate occupancy to every course of a public transportation network by combining AFC and APC data with partial coverage.

Context-Aware Automated Passenger Counting Data Denoising

no code implementations6 Feb 2024 Noëlie Cherrier, Baptiste Rérolle, Martin Graive, Amir Dib, Eglantine Schmitt

A reliable and accurate knowledge of the ridership in public transportation networks is crucial for public transport operators and public authorities to be aware of their network's use and optimize transport offering.

Denoising

Sim-to-Real Domain Adaptation For High Energy Physics

no code implementations17 Dec 2019 Marouen Baalouch, Maxime Defurne, Jean-Philippe Poli, Noëlie Cherrier

Particle physics or High Energy Physics (HEP) studies the elementary constituents of matter and their interactions with each other.

Domain Adaptation Vocal Bursts Intensity Prediction

Consistent Feature Construction with Constrained Genetic Programming for Experimental Physics

no code implementations17 Aug 2019 Noëlie Cherrier, Jean-Philippe Poli, Maxime Defurne, Franck Sabatié

To the best of our knowledge, it is the first time a method is proposed for interpretable feature construction with units of measurement, and that experts in high-energy physics validate the overall approach as well as the interpretability of the built features.

General Classification

Ionospheric activity prediction using convolutional recurrent neural networks

1 code implementation31 Oct 2018 Alexandre Boulch, Noëlie Cherrier, Thibaut Castaings

The ionosphere electromagnetic activity is a major factor of the quality of satellite telecommunications, Global Navigation Satellite Systems (GNSS) and other vital space applications.

Activity Prediction

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