Skip to content

Home Search Authors Pakistan News Saved

SciRah

SciRah does not host or store research papers. Results come live from free, official scholarly APIs, and every paper links back to its original source.

Data sources

OpenAlex
Semantic Scholar
Crossref
CORE
arXiv
PubMed

Privacy policy Terms of service

S. Létourneau · SciRah

Researcher profile · Semantic Scholar

S. Létourneau

Share profile

S. Létourneau — researcher profile on SciRah

h-index: 13
Works: 36
Citations: 488

Most-cited papers

Data mining to predict aircraft component replacement
S. Létourneau, Fazel Famili, S. Matwin
1999IEEE Intelligent Systems90 citations
Semantic Scholar
Learning to predict train wheel failures
Chun-Sheng Yang, S. Létourneau
2005Knowledge Discovery and Data Mining79 citations Open access
Semantic Scholar
Machine learning-based methods for TTF estimation with application to APU prognostics
Chun-Sheng Yang, S. Létourneau, Jie Liu, Qiang-Qiang Cheng +1 more
2016Applied intelligence (Boston)28 citations
Semantic Scholar
Application of Rough Sets Algorithms to Prediction of Aircraft Component Failure
J. Peña, S. Létourneau, Fazel Famili
1999International Symposium on Intelligent Data Analysis25 citations Open access
Semantic Scholar
Developing Data-driven Models to Predict BEMS Energy Consumption for Demand Response Systems
Chun-Sheng Yang, S. Létourneau, Hongyu Guo
2014International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems22 citations
Semantic Scholar
Nrc Publications Archive (nparc) Archives Des Publications Du Cnrc (nparc) a Domain Independent Data Mining Methodology for Prognostics a Domain Independent Data Mining Methodology for Prognostics * a Domain Independent Data Mining Methodology for Prognostics
S. Létourneau, Chun-Sheng Yang, C. Drummond, E. Scarlett +10 more
22 citations
Semantic Scholar
Developing Data Mining-Based Prognostic Models for CF-18 Aircraft
M. Zaluski, S. Létourneau, J. Bird, Chun-Sheng Yang
201021 citations Open access
Semantic Scholar
Comparison of metrics to monitor and compensate for piezoceramic debonding in structural health monitoring
K. Mulligan, N. Quaegebeur, P. Ostiguy, P. Masson +1 more
201320 citations
Semantic Scholar
Model evaluation for prognostics: estimating cost saving for the end users
Chun-Sheng Yang, S. Létourneau
2007International Conference on Machine Learning and Applications20 citations Open access
Semantic Scholar
Improving preciseness of time to failure predictions: Application to APU starter
S. Létourneau, Chun-Sheng Yang, Zhen-Kai Liu
2008International Conference on Prognostics and Health Management17 citations Open access
Semantic Scholar
Two-stage classifications for improving time-to-failure estimates: a case study in prognostic of train wheels
Chun-Sheng Yang, S. Létourneau
2009Applied intelligence (Boston)13 citations
Semantic Scholar
Data mining to detect abnormal behavior in aerospace data
J. Peña, Fazel Famili, S. Létourneau
2000Knowledge Discovery and Data Mining12 citations
Semantic Scholar
APU FMEA Validation and Its Application to Fault Identification
Chun-Sheng Yang, S. Létourneau, M. Zaluski, E. Scarlett
201011 citations Open access
Semantic Scholar
Data mining based fault isolation with FMEA rank: A case study of APU fault identification
Chun-Sheng Yang, S. Létourneau, Yu-Bin Yang, Jie Liu
2013IEEE Conference on Prognostics and Health Management9 citations
Semantic Scholar
APU FMEA Validation Using Operation and Maintenance Data
Chun-Sheng Yang, S. Létourneau, E. Scarlett, M. Zaluski
20097 citations
Semantic Scholar
Monitoring of aircraft operation using statistics and machine learning
Fazel Famili, S. Létourneau
1999Proceedings 11th International Conference on Tools with Artificial Intelligence7 citations Open access
Semantic Scholar
A Normalization Method for Contextual Data: Experience from a Large-Scale Application
S. Létourneau, S. Matwin, Fazel Famili
1998European Conference on Machine Learning6 citations Open access
Semantic Scholar
On-Demand Regression to Improve Preciseness of Time to Failure Predictions
S. Létourneau, Chun-Sheng Yang, Zhen-Kai Liu
2007AAAI Fall Symposium: Artificial Intelligence for Prognostics5 citations
Semantic Scholar
Correction of Data Gathered by Degraded Transducers for Damage Prognosis in Composite Structures
K. Mulligan, N. Quaegebeur, P. Masson, S. Létourneau
20124 citations
Semantic Scholar
Iterative classification for multiple target attributes
Hongyu Guo, S. Létourneau
2012Journal of Intelligence and Information Systems4 citations
Semantic Scholar
Nrc Publications Archive (nparc) Archives Des Publications Du Cnrc (nparc) Data Fusion via Nonlinear Space Transformations Data Fusion via Nonlinear Space Transformations
J. Valdés, S. Létourneau, Chun-Sheng Yang, J. Valdés +1 more
4 citations
Semantic Scholar
A Framework of Prognosis and Health Management: A Multidisciplinary Approach
J. Bird, Xi-Jia Wu, P. Patnaik, A. Dadouche +2 more
20073 citations
Semantic Scholar
DEVELOPING DATA MINING-BASED PROGNOSTIC MODELS FOR CF-18
M. Zaluski, S. Létourneau, J. Bird, C. Yang
20152 citations
Semantic Scholar
A Data Driven Approach for Smart Lighting
Hongyu Guo, S. Létourneau, Chun-Sheng Yang
2014International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems2 citations
Semantic Scholar
Identification of attribute interactions and generation of globally relevant continuous features in machine learning
S. Matwin, Fazel Famili, S. Létourneau
20032 citations
Semantic Scholar
Data Mining for Maintenance of Complex Systems
S. Létourneau
1998AAAI/IAAI2 citations
Semantic Scholar
Experiments with Learning Parsing Heuristics
S. Delisle, S. Létourneau, S. Matwin
1998Annual Meeting of the Association for Computational Linguistics2 citations Open access
Semantic Scholar
Discovering patterns for prognostics: a case study in prognostics of train wheels
Chun-Sheng Yang, S. Létourneau
2011International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems1 citations
Semantic Scholar
Development of data mining based prognostic models for condition monitoring of carbon fibre coupons
K. Mulligan, P. Masson, S. Létourneau
20110 citations
Semantic Scholar
Severity Class FMP ( % ) Failure Rate MTBF ( hours ) Risk Priority Number FMP ( % ) Failure Rate Risk Priority
Chun-Sheng Yang, S. Létourneau
20090 citations
Semantic Scholar
Data Fusion via Nonlinear Space Transformations
Julio J. Valdés, S. Létourneau, Chun-Sheng Yang
2009Sensor Networks and Applications0 citations
Semantic Scholar
Generation of Globally Relevant Continuous Features for Classification
S. Létourneau, S. Matwin, Fazel Famili
2008Pacific-Asia Conference on Knowledge Discovery and Data Mining0 citations
Semantic Scholar
Archive Archives des publications du CNRC
M. Zaluski, S. Létourneau, Jeffrey Bird, Chun-Sheng Yang
0 citations
Semantic Scholar

Frequent co-authors

Invite them to SciRah by sharing their profile.

Chun-Sheng Yang×14
Invite
Chun-Sheng Yang — researcher profile on SciRah
Fazel Famili×7
Invite
Fazel Famili — researcher profile on SciRah
M. Zaluski×6
Invite
M. Zaluski — researcher profile on SciRah
S. Matwin×5
Invite
S. Matwin — researcher profile on SciRah

Chun-Sheng Yang

×5

Invite

Chun-Sheng Yang — researcher profile on SciRah

Invite

E. Scarlett — researcher profile on SciRah

Invite

Hongyu Guo — researcher profile on SciRah

Julio J. Valdés×3

Invite

Julio J. Valdés — researcher profile on SciRah

Invite

J. Bird — researcher profile on SciRah

Invite

K. Mulligan — researcher profile on SciRah

Invite

P. Masson — researcher profile on SciRah

Invite

Jie Liu — researcher profile on SciRah