Data Mining for Maintenance of Complex Systems. - Sylvain Létourneau (AAAI/IAAI, 1998)

Experiments with Learning Parsing Heuristics. - Sylvain Delisle; Sylvain Létourneau; Stan Matwin (COLING-ACL, 1998)

A Normalization Method for Contextual Data: Experience from a Large-Scale Application. - Sylvain Létourneau; Stan Matwin; Fazel Famili (ECML, 1998)

Monitoring of Aircraft Operation Using Statistics and Machine Learning. - Fazel Famili; Sylvain Létourneau (ICTAI, 1999)

Application of Rough Sets Algorithms to Prediction of Aircraft Component Failure. - José M. Peña 002; Sylvain Létourneau; Fazel Famili (IDA, 1999)

Data mining to predict aircraft component replacement. - Sylvain Létourneau; Fazel Famili; Stan Matwin (IEEE Intell. Syst., 1999)

Data mining to detect abnormal behavior in aerospace data. - José M. Peña 002; Fazel Famili; Sylvain Létourneau (KDD, 2000)

Learning to predict train wheel failures. - Chunsheng Yang; Sylvain Létourneau (KDD, 2005)

On-Demand Regression to Improve Preciseness of Time to Failure Predictions. - Sylvain Létourneau; Chunsheng Yang; Zhenkai Liu (AAAI Fall Symposium: Artificial Intelligence for Prognostics, 2007)

Model evaluation for prognostics: estimating cost saving for the end users. - Chunsheng Yang; Sylvain Létourneau (ICMLA, 2007)

Generation of Globally Relevant Continuous Features for Classification. - Sylvain Létourneau; Stan Matwin; A. Fazel Famili (PAKDD, 2008)

Data Fusion via Nonlinear Space Transformations. - Julio J. Valdés; Sylvain Létourneau; Chunsheng Yang (SNA, 2009)

Two-stage classifications for improving time-to-failure estimates: a case study in prognostic of train wheels. - Chunsheng Yang; Sylvain Létourneau (Appl. Intell., 2009)

Discovering Patterns for Prognostics: A Case Study in Prognostics of Train Wheels. - Chunsheng Yang; Sylvain Létourneau (IEA/AIE (1), 2011)

Iterative classification for multiple target attributes. - Hongyu Guo; Sylvain Létourneau (J. Intell. Inf. Syst., 2013)

A Data Driven Approach for Smart Lighting. - Hongyu Guo; Sylvain Létourneau; Chunsheng Yang (IEA/AIE (2), 2014)

Developing Data-driven Models to Predict BEMS Energy Consumption for Demand Response Systems. - Chunsheng Yang; Sylvain Létourneau; Hongyu Guo (IEA/AIE (1), 2014)

Machine learning-based methods for TTF estimation with application to APU prognostics. - Chunsheng Yang; Sylvain Létourneau; Jie Liu 015; Qiangqiang Chen; Yubin Yang (Appl. Intell., 2017)