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ORCIDBibTeX records: Marta Avalos
@inproceedings{DBLP:conf/flairs/BlotWPAG23,
author = {Charlotte Blot and
Katia Weickert and
Arthur Payros and
Marta Avalos and
C{\'{e}}dric Gil{-}Jardin{\'{e}}},
editor = {Michael Franklin and
Soon Ae Chun},
title = {Serious Games for Training in Patient Flow Management in Emergency
Departments: State of the Art and Perspectives - Serious Games for
Training {ED} professionals},
booktitle = {Proceedings of the Thirty-Sixth International Florida Artificial Intelligence
Research Society Conference, {FLAIRS} 2023, Clearwater Beach, FL,
USA, May 14-17, 2023},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.32473/flairs.36.133276},
doi = {10.32473/FLAIRS.36.133276},
timestamp = {Sat, 30 Sep 2023 09:41:17 +0200},
biburl = {https://dblp.org/rec/conf/flairs/BlotWPAG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/NaprousFPLG22,
author = {Alexandre Naprous and
Marta Avalos Fernandez and
Catherine Pradeau and
Emmanuel Lagarde and
C{\'{e}}dric Gil{-}Jardin{\'{e}}},
editor = {Roman Bart{\'{a}}k and
Fazel Keshtkar and
Michael Franklin},
title = {Public Health surveillance from emergency call center data: visualization
dashboard and {NLP} of call reports Public Health surveillance from
{EMCC} data},
booktitle = {Proceedings of the Thirty-Fifth International Florida Artificial Intelligence
Research Society Conference, {FLAIRS} 2022, Hutchinson Island, Jensen
Beach, Florida, USA, May 15-18, 2022},
year = {2022},
url = {https://doi.org/10.32473/flairs.v35i.130712},
doi = {10.32473/FLAIRS.V35I.130712},
timestamp = {Wed, 26 Oct 2022 08:35:03 +0200},
biburl = {https://dblp.org/rec/conf/flairs/NaprousFPLG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/BourdoisACTRGL21,
author = {Loick Bourdois and
Marta Avalos and
Gabrielle Chenais and
Frantz Thiessard and
Philippe Revel and
C{\'{e}}dric Gil{-}Jardin{\'{e}} and
Emmanuel Lagarde},
editor = {Eric Bell and
Fazel Keshtkar},
title = {De-identification of Emergency Medical Records in French: Survey and
Comparison of State-of-the-Art Automated Systems},
booktitle = {Proceedings of the Thirty-Fourth International Florida Artificial
Intelligence Research Society Conference, North Miami Beach, Florida,
USA, May 17-19, 2021},
year = {2021},
url = {https://doi.org/10.32473/flairs.v34i1.128480},
doi = {10.32473/FLAIRS.V34I1.128480},
timestamp = {Wed, 26 Oct 2022 08:35:05 +0200},
biburl = {https://dblp.org/rec/conf/flairs/BourdoisACTRGL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/flairs/XuGTTFL20,
author = {Binbin Xu and
C{\'{e}}dric Gil{-}Jardin{\'{e}} and
Frantz Thiessard and
Eric Tellier and
Marta Avalos Fernandez and
Emmanuel Lagarde},
editor = {Roman Bart{\'{a}}k and
Eric Bell},
title = {Pre-Training {A} Neural Language Model Improves the Sample Efficiency
of an Emergency Room Classification Model},
booktitle = {Proceedings of the Thirty-Third International Florida Artificial Intelligence
Research Society Conference, Originally to be held in North Miami
Beach, Florida, USA, May 17-20, 2020},
pages = {264--269},
publisher = {{AAAI} Press},
year = {2020},
url = {https://aaai.org/ocs/index.php/FLAIRS/FLAIRS20/paper/view/18444},
timestamp = {Wed, 26 Oct 2022 08:35:06 +0200},
biburl = {https://dblp.org/rec/conf/flairs/XuGTTFL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ibica/AvalosTH20,
author = {Marta Avalos and
H{\'{e}}l{\`{e}}ne Touchais and
Marcela Henr{\'{\i}}quez{-}Henr{\'{\i}}quez},
editor = {Ajith Abraham and
Hideyasu Sasaki and
Ricardo Rios and
Niketa Gandhi and
Umang Singh and
Kun Ma},
title = {Optimising Criteria for Manual Smear Review Following Automated Blood
Count Analysis: {A} Machine Learning Approach},
booktitle = {Innovations in Bio-Inspired Computing and Applications - Proceedings
of the 11th International Conference on Innovations in Bio-Inspired
Computing and Applications {(IBICA} 2020) held during December 16-18,
2020},
series = {Advances in Intelligent Systems and Computing},
volume = {1372},
pages = {380--391},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-73603-3\_35},
doi = {10.1007/978-3-030-73603-3\_35},
timestamp = {Thu, 22 Feb 2024 09:42:25 +0100},
biburl = {https://dblp.org/rec/conf/ibica/AvalosTH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-05900,
author = {Marta Avalos Fernandez and
H{\'{e}}l{\`{e}}ne Touchais and
Marcela Henr{\'{\i}}quez{-}Henr{\'{\i}}quez},
title = {A decision-making tool to fine-tune abnormal levels in the complete
blood count tests},
journal = {CoRR},
volume = {abs/2011.05900},
year = {2020},
url = {https://arxiv.org/abs/2011.05900},
eprinttype = {arXiv},
eprint = {2011.05900},
timestamp = {Tue, 22 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-05900.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1909-01136,
author = {Binbin Xu and
C{\'{e}}dric Gil{-}Jardin{\'{e}} and
Frantz Thiessard and
Eric Tellier and
Marta Avalos and
Emmanuel Lagarde},
title = {Neural Language Model for Automated Classification of Electronic Medical
Records at the Emergency Room. The Significant Benefit of Unsupervised
Generative Pre-training},
journal = {CoRR},
volume = {abs/1909.01136},
year = {2019},
url = {http://arxiv.org/abs/1909.01136},
eprinttype = {arXiv},
eprint = {1909.01136},
timestamp = {Tue, 26 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1909-01136.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/hal/Avalos18,
author = {Marta Avalos},
title = {Contribution {\`{a}} la s{\'{e}}lection de mod{\`{e}}le via p{\'{e}}nalisation
Lasso en {\'{E}}pid{\'{e}}miologie. (Contribution to model
selection via Lasso penalization in Epidemiology)},
year = {2018},
url = {https://tel.archives-ouvertes.fr/tel-01964508},
timestamp = {Thu, 10 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/books/hal/Avalos18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ehealth/CastroTFCOL18,
author = {Madelyn Yiseth Rojas Castro and
Marina Travanca and
Marta Avalos Fernandez and
David Valentin Conesa and
Ludivine Orriols and
Emmanuel Lagarde},
editor = {Patty Kostkova and
Floriana Grasso and
Carlos Castillo and
Yelena Mejova and
Arnold Bosman and
Michael Edelstein},
title = {MAVIE-Lab Sports: {A} mHealth for Injury Prevention and Risk Management
in Sport},
booktitle = {Proceedings of the 2018 International Conference on Digital Health,
{DH} 2018, Lyon, France, April 23-26, 2018},
pages = {158--159},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3194658.3194694},
doi = {10.1145/3194658.3194694},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ehealth/CastroTFCOL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AvalosNORS18,
author = {Marta Avalos and
Richard Nock and
Cheng Soon Ong and
Julien Rouar and
Ke Sun},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Representation Learning of Compositional Data},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {6680--6690},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/664dd858db942cad06f24ff25df56716-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/AvalosNORS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bmcbi/AvalosPGOL15,
author = {Marta Avalos and
H{\'{e}}l{\`{e}}ne Pouyes and
Yves Grandvalet and
Ludivine Orriols and
Emmanuel Lagarde},
title = {Sparse conditional logistic regression for analyzing large-scale matched
data from epidemiological studies: a simple algorithm},
journal = {{BMC} Bioinform.},
volume = {16},
number = {{S-6}},
pages = {S1},
year = {2015},
url = {https://doi.org/10.1186/1471-2105-16-S6-S1},
doi = {10.1186/1471-2105-16-S6-S1},
timestamp = {Sun, 15 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bmcbi/AvalosPGOL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cibb/AvalosGPOL13,
author = {Marta Avalos and
Yves Grandvalet and
H{\'{e}}l{\`{e}}ne Pouyes and
Ludivine Orriols and
Emmanuel Lagarde},
editor = {Enrico Formenti and
Roberto Tagliaferri and
Ernst Wit},
title = {High-Dimensional Sparse Matched Case-Control and Case-Crossover Data:
{A} Review of Recent Works, Description of an {R} Tool and an Illustration
of the Use in Epidemiological Studies},
booktitle = {Computational Intelligence Methods for Bioinformatics and Biostatistics
- 10th International Meeting, {CIBB} 2013, Nice, France, June 20-22,
2013, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {8452},
pages = {109--124},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-319-09042-9\_8},
doi = {10.1007/978-3-319-09042-9\_8},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/cibb/AvalosGPOL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/AvalosGA07,
author = {Marta Avalos and
Yves Grandvalet and
Christophe Ambroise},
title = {Parsimonious additive models},
journal = {Comput. Stat. Data Anal.},
volume = {51},
number = {6},
pages = {2851--2870},
year = {2007},
url = {https://doi.org/10.1016/j.csda.2006.10.007},
doi = {10.1016/J.CSDA.2006.10.007},
timestamp = {Tue, 18 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csda/AvalosGA07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ria/AvalosGA05,
author = {Marta Avalos and
Yves Grandvalet and
Christophe Ambroise},
title = {Discrimination par mod{\`{e}}les additifs parcimonieux},
journal = {Rev. d'Intelligence Artif.},
volume = {19},
number = {4-5},
pages = {661--682},
year = {2005},
url = {https://doi.org/10.3166/ria.19.661-682},
doi = {10.3166/RIA.19.661-682},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ria/AvalosGA05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/hal/Avalos04,
author = {Marta Avalos},
title = {Mod{\`{e}}les additifs parcimonieux. (Parsimonious additive models)},
school = {University of Technology of Compi{\`{e}}gne, France},
year = {2004},
url = {https://tel.archives-ouvertes.fr/tel-00008802},
timestamp = {Tue, 21 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/hal/Avalos04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcssport/HellardAM03,
author = {Philippe Hellard and
Marta Avalos and
Andr{\'{e}} Menaut},
title = {From Deterministic to Constructivist Paradigm: An Overview of the
{F.S.F.} Research Program},
journal = {Int. J. Comput. Sci. Sport},
volume = {2},
number = {2},
year = {2003},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcssport/HellardAM03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/AvalosGA03,
author = {Marta Avalos and
Yves Grandvalet and
Christophe Ambroise},
editor = {Michael R. Berthold and
Hans{-}Joachim Lenz and
Elizabeth Bradley and
Rudolf Kruse and
Christian Borgelt},
title = {Regularization Methods for Additive Models},
booktitle = {Advances in Intelligent Data Analysis V, 5th International Symposium
on Intelligent Data Analysis, {IDA} 2003, Berlin, Germany, August
28-30, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2810},
pages = {509--520},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-45231-7\_47},
doi = {10.1007/978-3-540-45231-7\_47},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/ida/AvalosGA03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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