Aurélie Pirayre

According to our database, Aurélie Pirayre authored at least 13 papers between 2015 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Network-Wide Traffic Volume Estimation from Speed Profiles Using a Spatio-Temporal Graph Neural Network with Directed Spatial Attention.

Léo Hein, Giovanni De Nunzio, Giovanni Chierchia, Aurélie Pirayre, Laurent Najman

Proceedings of the 28th IEEE International Conference on Intelligent Transportation Systems, 2025

2024

Clustering Dynamics for Improved Speed Prediction Deriving from Topographical GPS Registrations.

Sarah Almeida Carneiro, Giovanni Chierchia, Aurélie Pirayre, Laurent Najman

CoRR, 2024

2022

BraneMF: integration of biological networks for functional analysis of proteins.

Surabhi Jagtap, Abdulkadir Çelikkanat, Aurélie Pirayre, Frédérique Bidard, Laurent Duval, Fragkiskos D. Malliaros

Bioinform., December, 2022

Driving Behavior Identification and Real-World Fuel Consumption Estimation With Crowdsensing Data.

Aurélie Pirayre, Pierre Michel, Sol Selene Rodríguez, Alexandre Chasse

IEEE Trans. Intell. Transp. Syst., 2022

BRANEnet: embedding multilayer networks for omics data integration.

Surabhi Jagtap, Aurélie Pirayre, Frédérique Bidard, Laurent Duval, Fragkiskos D. Malliaros

BMC Bioinform., 2022

2021

Multiomics Data Integration for Gene Regulatory Network Inference with Exponential Family Embeddings.

Surabhi Jaatan, Abdulkadir Çelikkanat, Aurélie Pirayre, Frédérique Bidard, Laurent Duval, Fragkiskos D. Malliaros

Proceedings of the 29th European Signal Processing Conference, 2021

2020

From trips database to real-world fuel consumption. model and large-scale simulation framework.

Pierre Michel, Aurélie Pirayre, Sol Selene Rodríguez, Alexandre Chasse

Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

2018

BRANE Clust: Cluster-Assisted Gene Regulatory Network Inference Refinement.

Aurélie Pirayre, Camille Couprie, Laurent Duval, Jean-Christophe Pesquet

IEEE ACM Trans. Comput. Biol. Bioinform., 2018

2017

Reconstruction and Clustering with Graph optimization and Priors on Gene networks and Images. (Reconstruction et classification à partir d'optimisation dans des graphes et a priori sur des réseaux de gènes et images).

Aurélie Pirayre

PhD thesis, 2017

HOGMep: Variational Bayes and higher-order graphical models applied to joint image recovery and segmentation.

Aurélie Pirayre, Yuling Zheng, Laurent Duval, Jean-Christophe Pesquet

Proceedings of the 2017 IEEE International Conference on Image Processing, 2017

2015

BRANE Cut: biologically-related a priori network enhancement with graph cuts for gene regulatory network inference.

Aurélie Pirayre, Camille Couprie, Frédérique Bidard, Laurent Duval, Jean-Christophe Pesquet

BMC Bioinform., 2015

Fast convex optimization for connectivity enforcement in gene regulatory network inference.

Aurélie Pirayre, Camille Couprie, Laurent Duval, Jean-Christophe Pesquet

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

Graph inference enhancement with clustering: Application to Gene Regulatory Network reconstruction.

Aurélie Pirayre, Camille Couprie, Laurent Duval, Jean-Christophe Pesquet

Proceedings of the 23rd European Signal Processing Conference, 2015