Denis Larocque

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 12

Top Topics

Traffic Signal Control

Generalized Linear

Reinforcement Learning

Prediction Intervals

Top Venues

Ann. Oper. Res.

Publications

Cansu Alakus, Denis Larocque, Aurélie Labbe
Covariance regression with random forests. BMC Bioinform. 24 (1) (2023)
Tianyu Shi, François-Xavier Devailly, Denis Larocque, Laurent Charlin
Improving the generalizability and robustness of large-scale traffic signal control. CoRR (2023)
Cansu Alakus, Denis Larocque, Aurélie Labbe
RFpredInterval: An R Package for Prediction Intervals with Random Forests and Boosted Forests. R J. 14 (1) (2022)
François-Xavier Devailly, Denis Larocque, Laurent Charlin
IG-RL: Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control. IEEE Trans. Intell. Transp. Syst. 23 (7) (2022)
François-Xavier Devailly, Denis Larocque, Laurent Charlin
Model-based graph reinforcement learning for inductive traffic signal control. CoRR (2022)
Cansu Alakus, Denis Larocque, Aurélie Labbe
RFpredInterval: An R Package for Prediction Intervals with Random Forests and Boosted Forests. CoRR (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)
Sami Tabib, Denis Larocque
Non-parametric individual treatment effect estimation for survival data with random forests. Bioinform. 36 (2) (2020)
Michael R. Lindstrom, Hyuntae Jung, Denis Larocque
Functional Kernel Density Estimation: Point and Fourier Approaches to Time Series Anomaly Detection. Entropy 22 (12) (2020)
François-Xavier Devailly, Denis Larocque, Laurent Charlin
IG-RL: Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control. CoRR (2020)
Ilmari Ahonen, Jaakko Nevalainen, Denis Larocque
Prediction with a flexible finite mixture-of-regressions. Comput. Stat. Data Anal. 132 (2019)
Imad Bou-Hamad, Abdel Latef Anouze, Denis Larocque
An integrated approach of data envelopment analysis and boosted generalized linear mixed models for efficiency assessment. Ann. Oper. Res. 253 (1) (2017)
Benoit Aubert, Pierre-Majorique Léger, Denis Larocque
Differentiating weak ties and strong ties among external sources of influences for enterprise resource planning (ERP) adoption. Enterp. Inf. Syst. 6 (2) (2012)
Gilbert Babin, Denis Larocque, Abdessamad Dine
Identifying Good Connections in an Unstructured Peer-to-Peer Network: The Case of Gnutella. IICS (2011)
Riina Haataja, Denis Larocque, Jaakko Nevalainen, Hannu Oja
A weighted multivariate signed-rank test for cluster-correlated data. J. Multivar. Anal. 100 (6) (2009)
Abdessamad Dine, Denis Larocque, François Bellavance
Multivariate trees for mixed outcomes. Comput. Stat. Data Anal. 53 (11) (2009)
Jaakko Nevalainen, Denis Larocque, Hannu Oja
A weighted spatial median for clustered data. Stat. Methods Appl. 15 (3) (2007)