BibTeX records: Sylvain Létourneau

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@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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