Sylvain Létourneau

According to our database, Sylvain Létourneau authored at least 18 papers between 1998 and 2017.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2017

Machine learning-based methods for TTF estimation with application to APU prognostics.

Chunsheng Yang, Sylvain Létourneau, Jie Liu, Qiangqiang Chen, Yubin Yang

Appl. Intell., 2017

2014

Developing Data-driven Models to Predict BEMS Energy Consumption for Demand Response Systems.

Chunsheng Yang, Sylvain Létourneau, Hongyu Guo

Proceedings of the Modern Advances in Applied Intelligence, 2014

A Data Driven Approach for Smart Lighting.

Hongyu Guo, Sylvain Létourneau, Chunsheng Yang

Proceedings of the Modern Advances in Applied Intelligence, 2014

2013

Iterative classification for multiple target attributes.

Hongyu Guo, Sylvain Létourneau

J. Intell. Inf. Syst., 2013

2011

Discovering Patterns for Prognostics: A Case Study in Prognostics of Train Wheels.

Chunsheng Yang, Sylvain Létourneau

Proceedings of the Modern Approaches in Applied Intelligence, 2011

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

Data Fusion via Nonlinear Space Transformations.

Julio J. Valdés, Sylvain Létourneau, Chunsheng Yang

Proceedings of the ISCA First International Conference on Sensor Networks and Applications (SNA-2009), 2009

2008

Generation of Globally Relevant Continuous Features for Classification.

Sylvain Létourneau, Stan Matwin, A. Fazel Famili

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2008

2007

Model evaluation for prognostics: estimating cost saving for the end users.

Chunsheng Yang, Sylvain Létourneau

Proceedings of the Sixth International Conference on Machine Learning and Applications, 2007

On-Demand Regression to Improve Preciseness of Time to Failure Predictions.

Sylvain Létourneau, Chunsheng Yang, Zhenkai Liu

Proceedings of the Artificial Intelligence for Prognostics, 2007

2005

Learning to predict train wheel failures.

Chunsheng Yang, Sylvain Létourneau

Proceedings of the Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2005

2000

Data mining to detect abnormal behavior in aerospace data.

José M. Peña, Fazel Famili, Sylvain Létourneau

Proceedings of the sixth ACM SIGKDD international conference on Knowledge discovery and data mining, 2000

1999

Data mining to predict aircraft component replacement.

Sylvain Létourneau, Fazel Famili, Stan Matwin

IEEE Intell. Syst., 1999

Application of Rough Sets Algorithms to Prediction of Aircraft Component Failure.

José M. Peña, Sylvain Létourneau, Fazel Famili

Proceedings of the Advances in Intelligent Data Analysis, Third International Symposium, 1999

Monitoring of Aircraft Operation Using Statistics and Machine Learning.

Fazel Famili, Sylvain Létourneau

Proceedings of the 11th IEEE International Conference on Tools with Artificial Intelligence, 1999

1998

A Normalization Method for Contextual Data: Experience from a Large-Scale Application.

Sylvain Létourneau, Stan Matwin, Fazel Famili

Proceedings of the Machine Learning: ECML-98, 1998

Experiments with Learning Parsing Heuristics.

Sylvain Delisle, Sylvain Létourneau, Stan Matwin

Proceedings of the 36th Annual Meeting of the Association for Computational Linguistics and 17th International Conference on Computational Linguistics, 1998

Data Mining for Maintenance of Complex Systems.

Sylvain Létourneau

Proceedings of the Fifteenth National Conference on Artificial Intelligence and Tenth Innovative Applications of Artificial Intelligence Conference, 1998