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BibTeX records: Sylvain Létourneau
@article{DBLP:journals/apin/YangLLCY17, author = {Chunsheng Yang and Sylvain L{\'{e}}tourneau and Jie Liu and Qiangqiang Chen and Yubin Yang}, title = {Machine learning-based methods for {TTF} estimation with application to {APU} prognostics}, journal = {Appl. Intell.}, volume = {46}, number = {1}, pages = {227--239}, year = {2017}, url = {https://doi.org/10.1007/s10489-016-0829-4}, doi = {10.1007/S10489-016-0829-4}, timestamp = {Thu, 14 Sep 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/apin/YangLLCY17.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ieaaie/YangLG14, author = {Chunsheng Yang and Sylvain L{\'{e}}tourneau and Hongyu Guo}, editor = {Moonis Ali and Jeng{-}Shyang Pan and Shyi{-}Ming Chen and Mong{-}Fong Horng}, title = {Developing Data-driven Models to Predict {BEMS} Energy Consumption for Demand Response Systems}, booktitle = {Modern Advances in Applied Intelligence - 27th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, {IEA/AIE} 2014, Kaohsiung, Taiwan, June 3-6, 2014, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {8481}, pages = {188--197}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-07455-9\_20}, doi = {10.1007/978-3-319-07455-9\_20}, timestamp = {Fri, 03 Apr 2020 10:43:25 +0200}, biburl = {https://dblp.org/rec/conf/ieaaie/YangLG14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ieaaie/GuoLY14, author = {Hongyu Guo and Sylvain L{\'{e}}tourneau and Chunsheng Yang}, editor = {Moonis Ali and Jeng{-}Shyang Pan and Shyi{-}Ming Chen and Mong{-}Fong Horng}, title = {A Data Driven Approach for Smart Lighting}, booktitle = {Modern Advances in Applied Intelligence - 27th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, {IEA/AIE} 2014, Kaohsiung, Taiwan, June 3-6, 2014, Proceedings, Part {II}}, series = {Lecture Notes in Computer Science}, volume = {8482}, pages = {308--317}, publisher = {Springer}, year = {2014}, url = {https://doi.org/10.1007/978-3-319-07467-2\_33}, doi = {10.1007/978-3-319-07467-2\_33}, timestamp = {Fri, 03 Apr 2020 10:43:25 +0200}, biburl = {https://dblp.org/rec/conf/ieaaie/GuoLY14.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/jiis/GuoL13, author = {Hongyu Guo and Sylvain L{\'{e}}tourneau}, title = {Iterative classification for multiple target attributes}, journal = {J. Intell. Inf. Syst.}, volume = {40}, number = {2}, pages = {283--305}, year = {2013}, url = {https://doi.org/10.1007/s10844-012-0224-5}, doi = {10.1007/S10844-012-0224-5}, timestamp = {Fri, 26 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/jiis/GuoL13.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ieaaie/YangL11, author = {Chunsheng Yang and Sylvain L{\'{e}}tourneau}, editor = {Kishan G. Mehrotra and Chilukuri K. Mohan and Jae C. Oh and Pramod K. Varshney and Moonis Ali}, title = {Discovering Patterns for Prognostics: {A} Case Study in Prognostics of Train Wheels}, booktitle = {Modern Approaches in Applied Intelligence - 24th International Conference on Industrial Engineering and Other Applications of Applied Intelligent Systems, {IEA/AIE} 2011, Syracuse, NY, USA, June 28 - July 1, 2011, Proceedings, Part {I}}, series = {Lecture Notes in Computer Science}, volume = {6703}, pages = {165--175}, publisher = {Springer}, year = {2011}, url = {https://doi.org/10.1007/978-3-642-21822-4\_18}, doi = {10.1007/978-3-642-21822-4\_18}, timestamp = {Sat, 19 Oct 2019 20:14:58 +0200}, biburl = {https://dblp.org/rec/conf/ieaaie/YangL11.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/apin/YangL09, author = {Chunsheng Yang and Sylvain L{\'{e}}tourneau}, title = {Two-stage classifications for improving time-to-failure estimates: a case study in prognostic of train wheels}, journal = {Appl. Intell.}, volume = {31}, number = {3}, pages = {255--266}, year = {2009}, url = {https://doi.org/10.1007/s10489-008-0123-1}, doi = {10.1007/S10489-008-0123-1}, timestamp = {Wed, 17 May 2017 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/apin/YangL09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/sna/ValdesLY09, author = {Julio J. Vald{\'{e}}s and Sylvain L{\'{e}}tourneau and Chunsheng Yang}, editor = {Gordon K. Lee}, title = {Data Fusion via Nonlinear Space Transformations}, booktitle = {Proceedings of the {ISCA} First International Conference on Sensor Networks and Applications (SNA-2009), November 4-6, 2009, Hilton San Francisco Fisherman's Wharf, San Francisco, California, {USA}}, pages = {154--159}, publisher = {{ISCA}}, year = {2009}, timestamp = {Thu, 22 Apr 2010 10:53:12 +0200}, biburl = {https://dblp.org/rec/conf/sna/ValdesLY09.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/pakdd/LetourneauMF08, author = {Sylvain L{\'{e}}tourneau and Stan Matwin and A. Fazel Famili}, editor = {Takashi Washio and Einoshin Suzuki and Kai Ming Ting and Akihiro Inokuchi}, title = {Generation of Globally Relevant Continuous Features for Classification}, booktitle = {Advances in Knowledge Discovery and Data Mining, 12th Pacific-Asia Conference, {PAKDD} 2008, Osaka, Japan, May 20-23, 2008 Proceedings}, series = {Lecture Notes in Computer Science}, volume = {5012}, pages = {196--208}, publisher = {Springer}, year = {2008}, url = {https://doi.org/10.1007/978-3-540-68125-0\_19}, doi = {10.1007/978-3-540-68125-0\_19}, timestamp = {Tue, 14 May 2019 10:00:51 +0200}, biburl = {https://dblp.org/rec/conf/pakdd/LetourneauMF08.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaaifs/LetourneauYL07, author = {Sylvain L{\'{e}}tourneau and Chunsheng Yang and Zhenkai Liu}, editor = {George J. Vachtsevanos and N. Serdar Uckun and Kai Goebel}, title = {On-Demand Regression to Improve Preciseness of Time to Failure Predictions}, booktitle = {Artificial Intelligence for Prognostics, Papers from the 2007 {AAAI} Fall Symposium, Arlington, Virginia, USA, November 9-11, 2007}, series = {{AAAI} Technical Report}, volume = {{FS-07-02}}, pages = {81--87}, publisher = {{AAAI} Press}, year = {2007}, url = {https://www.aaai.org/Library/Symposia/Fall/2007/fs07-02-012.php}, timestamp = {Thu, 29 Nov 2018 07:29:12 +0100}, biburl = {https://dblp.org/rec/conf/aaaifs/LetourneauYL07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/icmla/YangL07, author = {Chunsheng Yang and Sylvain L{\'{e}}tourneau}, editor = {M. Arif Wani and Mehmed M. Kantardzic and Tao Li and Ying Liu and Lukasz A. Kurgan and Jieping Ye and Mitsunori Ogihara and Seref Sagiroglu and Xue{-}wen Chen and Leif E. Peterson and Khalid Hafeez}, title = {Model evaluation for prognostics: estimating cost saving for the end users}, booktitle = {The Sixth International Conference on Machine Learning and Applications, {ICMLA} 2007, Cincinnati, Ohio, USA, 13-15 December 2007}, pages = {304--309}, publisher = {{IEEE} Computer Society}, year = {2007}, url = {https://doi.org/10.1109/ICMLA.2007.59}, doi = {10.1109/ICMLA.2007.59}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/icmla/YangL07.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/YangL05, author = {Chunsheng Yang and Sylvain L{\'{e}}tourneau}, editor = {Robert Grossman and Roberto J. Bayardo and Kristin P. Bennett}, title = {Learning to predict train wheel failures}, booktitle = {Proceedings of the Eleventh {ACM} {SIGKDD} International Conference on Knowledge Discovery and Data Mining, Chicago, Illinois, USA, August 21-24, 2005}, pages = {516--525}, publisher = {{ACM}}, year = {2005}, url = {https://doi.org/10.1145/1081870.1081929}, doi = {10.1145/1081870.1081929}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/kdd/YangL05.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/kdd/PenaFL00, author = {Jos{\'{e}} M. Pe{\~{n}}a and Fazel Famili and Sylvain L{\'{e}}tourneau}, editor = {Raghu Ramakrishnan and Salvatore J. Stolfo and Roberto J. Bayardo and Ismail Parsa}, title = {Data mining to detect abnormal behavior in aerospace data}, booktitle = {Proceedings of the sixth {ACM} {SIGKDD} international conference on Knowledge discovery and data mining, Boston, MA, USA, August 20-23, 2000}, pages = {390--397}, publisher = {{ACM}}, year = {2000}, url = {https://doi.org/10.1145/347090.347173}, doi = {10.1145/347090.347173}, timestamp = {Tue, 06 Nov 2018 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/kdd/PenaFL00.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/expert/LetourneauFM99, author = {Sylvain L{\'{e}}tourneau and Fazel Famili and Stan Matwin}, title = {Data mining to predict aircraft component replacement}, journal = {{IEEE} Intell. Syst.}, volume = {14}, number = {6}, pages = {59--66}, year = {1999}, url = {https://doi.org/10.1109/5254.809569}, doi = {10.1109/5254.809569}, timestamp = {Sun, 11 Oct 2020 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/expert/LetourneauFM99.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ictai/FamiliL99, author = {Fazel Famili and Sylvain L{\'{e}}tourneau}, title = {Monitoring of Aircraft Operation Using Statistics and Machine Learning}, booktitle = {11th {IEEE} International Conference on Tools with Artificial Intelligence, {ICTAI} '99, Chicago, Illinois, USA, November 8-10, 1999}, pages = {279--286}, publisher = {{IEEE} Computer Society}, year = {1999}, url = {https://doi.org/10.1109/TAI.1999.809800}, doi = {10.1109/TAI.1999.809800}, timestamp = {Fri, 24 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ictai/FamiliL99.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ida/PenaLF99, author = {Jos{\'{e}} M. Pe{\~{n}}a and Sylvain L{\'{e}}tourneau and Fazel Famili}, editor = {David J. Hand and Joost N. Kok and Michael R. Berthold}, title = {Application of Rough Sets Algorithms to Prediction of Aircraft Component Failure}, booktitle = {Advances in Intelligent Data Analysis, Third International Symposium, IDA-99, Amsterdam, The Netherlands, August 1999, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {1642}, pages = {473--486}, publisher = {Springer}, year = {1999}, url = {https://doi.org/10.1007/3-540-48412-4\_40}, doi = {10.1007/3-540-48412-4\_40}, timestamp = {Tue, 14 May 2019 10:00:49 +0200}, biburl = {https://dblp.org/rec/conf/ida/PenaLF99.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/aaai/Letourneau98, author = {Sylvain L{\'{e}}tourneau}, editor = {Jack Mostow and Chuck Rich}, title = {Data Mining for Maintenance of Complex Systems}, booktitle = {Proceedings of the Fifteenth National Conference on Artificial Intelligence and Tenth Innovative Applications of Artificial Intelligence Conference, {AAAI} 98, {IAAI} 98, July 26-30, 1998, Madison, Wisconsin, {USA}}, pages = {1178}, publisher = {{AAAI} Press / The {MIT} Press}, year = {1998}, url = {http://www.aaai.org/Library/AAAI/1998/aaai98-175.php}, timestamp = {Tue, 05 Sep 2023 09:10:47 +0200}, biburl = {https://dblp.org/rec/conf/aaai/Letourneau98.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/acl/DelisleLM98, author = {Sylvain Delisle and Sylvain L{\'{e}}tourneau and Stan Matwin}, editor = {Christian Boitet and Pete Whitelock}, title = {Experiments with Learning Parsing Heuristics}, booktitle = {36th Annual Meeting of the Association for Computational Linguistics and 17th International Conference on Computational Linguistics, {COLING-ACL} '98, August 10-14, 1998, Universit{\'{e}} de Montr{\'{e}}al, Montr{\'{e}}al, Quebec, Canada. Proceedings of the Conference}, pages = {307--314}, publisher = {Morgan Kaufmann Publishers / {ACL}}, year = {1998}, url = {https://aclanthology.org/P98-1048/}, doi = {10.3115/980845.980895}, timestamp = {Fri, 06 Aug 2021 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/acl/DelisleLM98.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ecml/LetourneauMF98, author = {Sylvain L{\'{e}}tourneau and Stan Matwin and Fazel Famili}, editor = {Claire Nedellec and C{\'{e}}line Rouveirol}, title = {A Normalization Method for Contextual Data: Experience from a Large-Scale Application}, booktitle = {Machine Learning: ECML-98, 10th European Conference on Machine Learning, Chemnitz, Germany, April 21-23, 1998, Proceedings}, series = {Lecture Notes in Computer Science}, volume = {1398}, pages = {49--54}, publisher = {Springer}, year = {1998}, url = {https://doi.org/10.1007/BFb0026671}, doi = {10.1007/BFB0026671}, timestamp = {Tue, 14 May 2019 10:00:54 +0200}, biburl = {https://dblp.org/rec/conf/ecml/LetourneauMF98.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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