Aurélie Labbe

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 18

Top Topics

Spatial Aggregation

Brain Image Analysis

Bayesian Modeling

Top Venues

Publications

Cansu Alakus, Denis Larocque, Aurélie Labbe
Covariance regression with random forests. BMC Bioinform. 24 (1) (2023)
Mengying Lei, Aurélie Labbe, Yuankai Wu, Lijun Sun
Bayesian Kernelized Matrix Factorization for Spatiotemporal Traffic Data Imputation and Kriging. IEEE Trans. Intell. Transp. Syst. 23 (10) (2022)
Cansu Alakus, Denis Larocque, Aurélie Labbe
RFpredInterval: An R Package for Prediction Intervals with Random Forests and Boosted Forests. R J. 14 (1) (2022)
Mengying Lei, Aurélie Labbe, Lijun Sun
Bayesian Complementary Kernelized Learning for Multidimensional Spatiotemporal Data. CoRR (2022)
Yuankai Wu, Dingyi Zhuang, Mengying Lei, Aurélie Labbe, Lijun Sun
Spatial Aggregation and Temporal Convolution Networks for Real-time Kriging. CoRR (2021)
Cansu Alakus, Denis Larocque, Aurélie Labbe
RFpredInterval: An R Package for Prediction Intervals with Random Forests and Boosted Forests. CoRR (2021)
Stefan Drakulich, Anne-Charlotte Thiffault, Emily Olafson, Olivier Parent, Aurélie Labbe, Matthew D. Albaugh, Budhachandra S. Khundrakpam, Simon Ducharme, Alan C. Evans, M. Mallar Chakravarty, Sherif Karama
Maturational trajectories of pericortical contrast in typical brain development. NeuroImage 235 (2021)
Mengying Lei, Aurélie Labbe, Lijun Sun
Scalable Spatiotemporally Varying Coefficient Modeling with Bayesian Kernelized Tensor Regression. CoRR (2021)
Yuankai Wu, Dingyi Zhuang, Aurélie Labbe, Lijun Sun
Inductive Graph Neural Networks for Spatiotemporal Kriging. AAAI (2021)
Cansu Alakus, Denis Larocque, Sébastien Jacquemont, Fanny Barlaam, Charles-Olivier Martin, Kristian Agbogba, Sarah Lippé, Aurélie Labbe
Conditional canonical correlation estimation based on covariates with random forests. Bioinform. 37 (17) (2021)
Kevin McGregor, Aurélie Labbe, Celia M. T. Greenwood
MDiNE: a model to estimate differential co-occurrence networks in microbiome studies. Bioinform. 36 (6) (2020)
Catherine Schramm, Sébastien Jacquemont, Karim Oualkacha, Aurélie Labbe, Celia M. T. Greenwood
KSPM: A Package For Kernel Semi-Parametric Models. R J. 12 (2) (2020)
Yuankai Wu, Dingyi Zhuang, Aurélie Labbe, Lijun Sun
Inductive Graph Neural Networks for Spatiotemporal Kriging. CoRR (2020)
Bogdan Negoita, Gregory Vial, Maha Shaikh, Aurélie Labbe
Code Forking and Software Development Project Sustainability: Evidence from GitHub. ICIS (2019)
Luc Villandré, Aurélie Labbe, Bluma Brenner, Michel Roger, David A. Stephens
DM-PhyClus: a Bayesian phylogenetic algorithm for infectious disease transmission cluster inference. BMC Bioinform. 19 (1) (2018)
Simon Ducharme, Matthew D. Albaugh, Tuong-Vi Nguyen, James J. Hudziak, José María Mateos-Pérez, Aurélie Labbe, Alan C. Evans, Sherif Karama
Trajectories of cortical thickness maturation in normal brain development - The importance of quality control procedures. NeuroImage 125 (2016)
Sulantha Mathotaarachchi, Seqian Wang, Monica Shin, Tharick A. Pascoal, Andrea L. Benedet, Min Su Kang, Thomas Beaudry, Vladimir S. Fonov, Serge Gauthier, Aurélie Labbe, Pedro Rosa-Neto
VoxelStats: A MATLAB Package for Multi-Modal Voxel-Wise Brain Image Analysis. Frontiers Neuroinformatics 10 (2016)
Kathleen Oros Klein, Stepan Grinek, Sasha Bernatsky, Luigi Bouchard, Antonio Ciampi, Ines Colmegna, Jean-Philippe Fortin, Long Gao, Marie-France Hivert, Marie Hudson, Michael S. Kobor, Aurélie Labbe, Julia L. MacIsaac, Michael J. Meaney, Alexander M. Morin, Kieran J. O'Donnell, Tomi Pastinen, Marinus H. Van Ijzendoorn, Gregory Voisin, Celia M. T. Greenwood
funtooNorm: an R package for normalization of DNA methylation data when there are multiple cell or tissue types. Bioinform. 32 (4) (2016)
Greg C. Imholte, Marie-Pier Scott-Boyer, Aurélie Labbe, Christian F. Deschepper, Raphael Gottardo
iBMQ: a R/Bioconductor package for integrated Bayesian modeling of eQTL data. Bioinform. 29 (21) (2013)
Arafat Tayeb, Aurélie Labbe, Alexandre Bureau, Chantal Mérette
Solving genetic heterogeneity in extended families by identifying sub-types of complex diseases. Comput. Stat. 26 (3) (2011)
Amira Djebbari, Aurélie Labbe
Refining gene signatures: a Bayesian approach. BMC Bioinform. 10 (2009)