Sylvain Létourneau

Publication Activity (10 Years)

Years Active: 1998-2017
Publications (10 Years): 1

Top Topics

Energy Consumption

Qualitative And Quantitative

Top Venues

J. Intell. Inf. Syst.

Publications

Chunsheng Yang, Sylvain Létourneau, Jie Liu, Qiangqiang Chen, Yubin Yang
Machine learning-based methods for TTF estimation with application to APU prognostics. Appl. Intell. 46 (1) (2017)
Hongyu Guo, Sylvain Létourneau, Chunsheng Yang
A Data Driven Approach for Smart Lighting. IEA/AIE (2) (2014)
Chunsheng Yang, Sylvain Létourneau, Hongyu Guo
Developing Data-driven Models to Predict BEMS Energy Consumption for Demand Response Systems. IEA/AIE (1) (2014)
Hongyu Guo, Sylvain Létourneau
Iterative classification for multiple target attributes. J. Intell. Inf. Syst. 40 (2) (2013)
Chunsheng Yang, Sylvain Létourneau
Discovering Patterns for Prognostics: A Case Study in Prognostics of Train Wheels. IEA/AIE (1) (2011)
Chunsheng Yang, Sylvain Létourneau
Two-stage classifications for improving time-to-failure estimates: a case study in prognostic of train wheels. Appl. Intell. 31 (3) (2009)
Julio J. Valdés, Sylvain Létourneau, Chunsheng Yang
Data Fusion via Nonlinear Space Transformations. SNA (2009)
Sylvain Létourneau, Stan Matwin, A. Fazel Famili
Generation of Globally Relevant Continuous Features for Classification. PAKDD (2008)
Sylvain Létourneau, Chunsheng Yang, Zhenkai Liu
On-Demand Regression to Improve Preciseness of Time to Failure Predictions. AAAI Fall Symposium: Artificial Intelligence for Prognostics (2007)
Chunsheng Yang, Sylvain Létourneau
Model evaluation for prognostics: estimating cost saving for the end users. ICMLA (2007)
Chunsheng Yang, Sylvain Létourneau
Learning to predict train wheel failures. KDD (2005)
José M. Peña, Fazel Famili, Sylvain Létourneau
Data mining to detect abnormal behavior in aerospace data. KDD (2000)
Sylvain Létourneau, Fazel Famili, Stan Matwin
Data mining to predict aircraft component replacement. IEEE Intell. Syst. 14 (6) (1999)
José M. Peña, Sylvain Létourneau, Fazel Famili
Application of Rough Sets Algorithms to Prediction of Aircraft Component Failure. IDA (1999)
Fazel Famili, Sylvain Létourneau
Monitoring of Aircraft Operation Using Statistics and Machine Learning. ICTAI (1999)
Sylvain Létourneau, Stan Matwin, Fazel Famili
A Normalization Method for Contextual Data: Experience from a Large-Scale Application. ECML (1998)
Sylvain Delisle, Sylvain Létourneau, Stan Matwin
Experiments with Learning Parsing Heuristics. COLING-ACL (1998)
Sylvain Létourneau
Data Mining for Maintenance of Complex Systems. AAAI/IAAI (1998)