Aurélie Pirayre

13 papers B 1Misc 1Journal 7Unranked 3
YearRankTypeTitle / Venue / Authors
2025 — conf
Network-Wide Traffic Volume Estimation from Speed Profiles Using a Spatio-Temporal Graph Neural Network with Directed Spatial Attention.
ITSC
Léo Hein, Giovanni De Nunzio, Giovanni Chierchia, Aurélie Pirayre, Laurent Najman
2025 J jnl
Network-Wide Traffic Volume Estimation from Speed Profiles using a Spatio-Temporal Graph Neural Network with Directed Spatial Attention.
CoRR
Léo Hein, Giovanni De Nunzio, Giovanni Chierchia, Aurélie Pirayre, Laurent Najman
2024 J jnl
Clustering Dynamics for Improved Speed Prediction Deriving from Topographical GPS Registrations.
CoRR
Sarah Almeida Carneiro, Giovanni Chierchia, Aurélie Pirayre, Laurent Najman
2022 J jnl
BRANEnet: embedding multilayer networks for omics data integration.
BMC Bioinform.
Surabhi Jagtap, Aurélie Pirayre, Frédérique Bidard, Laurent Duval, Fragkiskos D. Malliaros
2022 J jnl
BraneMF: integration of biological networks for functional analysis of proteins.
Bioinform.
Surabhi Jagtap, Abdulkadir Çelikkanat, Aurélie Pirayre, Frédérique Bidard, Laurent Duval, Fragkiskos D. Malliaros
2022 J jnl
Driving Behavior Identification and Real-World Fuel Consumption Estimation With Crowdsensing Data.
IEEE Trans. Intell. Transp. Syst.
Aurélie Pirayre, Pierre Michel, Sol Selene Rodríguez, Alexandre Chasse
2020 — conf
From trips database to real-world fuel consumption. model and large-scale simulation framework.
ITSC
Pierre Michel, Aurélie Pirayre, Sol Selene Rodríguez, Alexandre Chasse
2018 J jnl
BRANE Clust: Cluster-Assisted Gene Regulatory Network Inference Refinement.
IEEE ACM Trans. Comput. Biol. Bioinform.
Aurélie Pirayre, Camille Couprie, Laurent Duval, Jean-Christophe Pesquet
2017 B conf
HOGMep: Variational Bayes and higher-order graphical models applied to joint image recovery and segmentation.
ICIP
Aurélie Pirayre, Yuling Zheng, Laurent Duval, Jean-Christophe Pesquet
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
2015 J jnl
BRANE Cut: biologically-related a priori network enhancement with graph cuts for gene regulatory network inference.
BMC Bioinform.
Aurélie Pirayre, Camille Couprie, Frédérique Bidard, Laurent Duval, Jean-Christophe Pesquet
2015 Misc conf
Fast convex optimization for connectivity enforcement in gene regulatory network inference.
ICASSP
Aurélie Pirayre, Camille Couprie, Laurent Duval, Jean-Christophe Pesquet
2015 — conf
Graph inference enhancement with clustering: Application to Gene Regulatory Network reconstruction.
EUSIPCO
Aurélie Pirayre, Camille Couprie, Laurent Duval, Jean-Christophe Pesquet