Aurélie Pirayre

According to our database, Aurélie Pirayre authored at least 11 papers between 2015 and 2024.

Collaborative distances:

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

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

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