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2020 – today
- 2024
[i1]Sarah Almeida Carneiro, Giovanni Chierchia, Aurélie Pirayre, Laurent Najman:
Clustering Dynamics for Improved Speed Prediction Deriving from Topographical GPS Registrations. CoRR abs/2402.07507 (2024)- 2022
- [j5]Surabhi Jagtap
, Abdulkadir Çelikkanat, Aurélie Pirayre, Frédérique Bidard, Laurent Duval, Fragkiskos D. Malliaros:
BraneMF: integration of biological networks for functional analysis of proteins. Bioinform. 38(24): 5383-5389 (2022) - [j4]Surabhi Jagtap, Aurélie Pirayre, Frédérique Bidard, Laurent Duval, Fragkiskos D. Malliaros:
BRANEnet: embedding multilayer networks for omics data integration. BMC Bioinform. 23(1): 429 (2022) - [j3]Aurélie Pirayre, Pierre Michel, Sol Selene Rodríguez, Alexandre Chasse:
Driving Behavior Identification and Real-World Fuel Consumption Estimation With Crowdsensing Data. IEEE Trans. Intell. Transp. Syst. 23(10): 18378-18391 (2022) - 2020
- [c4]Pierre Michel, Aurélie Pirayre, Sol Selene Rodríguez, Alexandre Chasse:
From trips database to real-world fuel consumption. model and large-scale simulation framework. ITSC 2020: 1-6
2010 – 2019
- 2018
- [j2]Aurélie Pirayre, Camille Couprie, Laurent Duval, Jean-Christophe Pesquet:
BRANE Clust: Cluster-Assisted Gene Regulatory Network Inference Refinement. IEEE ACM Trans. Comput. Biol. Bioinform. 15(3): 850-860 (2018) - 2017
- [b1]Aurélie Pirayre:
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). University of Marne-la-Vallée, Marne la Vallée, France, 2017 - [c3]Aurélie Pirayre, Yuling Zheng, Laurent Duval, Jean-Christophe Pesquet:
HOGMep: Variational Bayes and higher-order graphical models applied to joint image recovery and segmentation. ICIP 2017: 3775-3779 - 2015
- [j1]Aurélie Pirayre, Camille Couprie, Frédérique Bidard, Laurent Duval, Jean-Christophe Pesquet:
BRANE Cut: biologically-related a priori network enhancement with graph cuts for gene regulatory network inference. BMC Bioinform. 16: 368:1-368:12 (2015) - [c2]Aurélie Pirayre, Camille Couprie, Laurent Duval, Jean-Christophe Pesquet:
Graph inference enhancement with clustering: Application to Gene Regulatory Network reconstruction. EUSIPCO 2015: 2406-2410 - [c1]Aurélie Pirayre, Camille Couprie, Laurent Duval, Jean-Christophe Pesquet:
Fast convex optimization for connectivity enforcement in gene regulatory network inference. ICASSP 2015: 1002-1006
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