Sylvain Létourneau

18 papers A* 2B 3C 1Journal 4Unranked 8
YearRankTypeTitle / Venue / Authors
2017 J jnl
Machine learning-based methods for TTF estimation with application to APU prognostics.
Appl. Intell.
Chunsheng Yang, Sylvain Létourneau, Jie Liu, Qiangqiang Chen, Yubin Yang
2014 — conf
A Data Driven Approach for Smart Lighting.
IEA/AIE (2)
Hongyu Guo, Sylvain Létourneau, Chunsheng Yang
2014 — conf
Developing Data-driven Models to Predict BEMS Energy Consumption for Demand Response Systems.
IEA/AIE (1)
Chunsheng Yang, Sylvain Létourneau, Hongyu Guo
2013 J jnl
Iterative classification for multiple target attributes.
J. Intell. Inf. Syst.
Hongyu Guo, Sylvain Létourneau
2011 — conf
Discovering Patterns for Prognostics: A Case Study in Prognostics of Train Wheels.
IEA/AIE (1)
Chunsheng Yang, Sylvain Létourneau
2009 — conf
Data Fusion via Nonlinear Space Transformations.
SNA
Julio J. Valdés, Sylvain Létourneau, Chunsheng Yang
2009 J jnl
Two-stage classifications for improving time-to-failure estimates: a case study in prognostic of train wheels.
Appl. Intell.
Chunsheng Yang, Sylvain Létourneau
2008 B conf
Generation of Globally Relevant Continuous Features for Classification.
PAKDD
Sylvain Létourneau, Stan Matwin, A. Fazel Famili
2007 C conf
Model evaluation for prognostics: estimating cost saving for the end users.
ICMLA
Chunsheng Yang, Sylvain Létourneau
2007 — conf
On-Demand Regression to Improve Preciseness of Time to Failure Predictions.
AAAI Fall Symposium: Artificial Intelligence for Prognostics
Sylvain Létourneau, Chunsheng Yang, Zhenkai Liu
2005 A* conf
Learning to predict train wheel failures.
KDD
Chunsheng Yang, Sylvain Létourneau
2000 A* conf
Data mining to detect abnormal behavior in aerospace data.
KDD
José M. Peña, Fazel Famili, Sylvain Létourneau
1999 B conf
Application of Rough Sets Algorithms to Prediction of Aircraft Component Failure.
IDA
José M. Peña, Sylvain Létourneau, Fazel Famili
1999 J jnl
Data mining to predict aircraft component replacement.
IEEE Intell. Syst.
Sylvain Létourneau, Fazel Famili, Stan Matwin
1999 B conf
Monitoring of Aircraft Operation Using Statistics and Machine Learning.
ICTAI
Fazel Famili, Sylvain Létourneau
1998 — conf
A Normalization Method for Contextual Data: Experience from a Large-Scale Application.
ECML
Sylvain Létourneau, Stan Matwin, Fazel Famili
1998 — conf
Data Mining for Maintenance of Complex Systems.
AAAI/IAAI
Sylvain Létourneau
1998 — conf
Experiments with Learning Parsing Heuristics.
COLING-ACL
Sylvain Delisle, Sylvain Létourneau, Stan Matwin