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Optimisation du Positionnement de Voitures en Autopartage basée sur la Prédiction de leur Utilité

Gregory Martin , Matthieu Donain , Elisa Fromont , Tias Guns , Laurence Roze , et al.
Conférence Nationale en Intelligence Artificielle 2022 (CNIA 2022), Jun 2022, Saint-Etienne, France. pp.1-10
Conference papers hal-03866192v1

Guest editors introduction to the special issue for the ECML PKDD 2018 journal track

Jesse Davis , Bjørn Bringmann , Elisa Fromont , Derek Greene
Machine Learning, 2018, 107 (8-10), pp.1207-1208. ⟨10.1007/s10994-018-5745-x⟩
Journal articles hal-01952495v1

Un algorithme de pondération de la F-Mesure par pondération des erreurs de classfication.

Kevin Bascol , Rémi Emonet , Elisa Fromont , Amaury Habrard , Guillaume Metzler , et al.
Conférence pour l'Apprentissage Automatique, Jun 2018, Saint-Etienne du Rouvray, France
Conference papers hal-01803183v1
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Classification de séries temporelles basée sur des "shapelets" interprétables par réseaux de neurones antagonistes

Yichang Wang , Rémi Emonet , Elisa Fromont , Simon Malinowski , Etienne Menager , et al.
CAp 2019 - Conférence sur l'Apprentissage automatique, Jul 2019, Toulouse, France. pp.1-2
Conference papers hal-02268004v1
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Supervised Learning of Gaussian Mixture Models forVisual Vocabulary Generation

Basura Fernando , Elisa Fromont , Damien Muselet , Marc Sebban
Pattern Recognition, 2012, 45 (2), pp.897-907. ⟨10.1016/j.patcog.2011.07.021⟩
Journal articles hal-00617693v1
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Supervised Spectral Subspace Clustering for Visual Dictionary Creation in the Context of Image Classification

Imtiaz Masud Ziko , Elisa Fromont , Damien Muselet , Marc Sebban
ACPR 2015: 3rd IAPR Asian Conference on Pattern Recognition, Nov 2015, Kuala Lumpur, Malaysia
Conference papers hal-01224466v1
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Unsupervised Video Tag Correction System

Hoang-Tung Tran , Elisa Fromont , François Jacquenet , Baptiste Jeudy , Adrien Martins
Extraction et gestion des connaissances (EGC'2013), Jan 2013, France. pp.461-466
Conference papers hal-00872296v1
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Prediction-Based Fleet Relocation for Free Floating Car Sharing Services

Gregory Martin , Matthieu Donain , Elisa Fromont , Tias Guns , Laurence Roze , et al.
ICTAI 2021 - 33rd International Conference on Tools with Artificial Intelligence, Nov 2021, Virtual, United States. pp.1-5
Conference papers hal-03491955v1
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Discovering Useful Compact Sets of Sequential Rules in a Long Sequence

Erwan Bourrand , Luis Galárraga , Esther Galbrun , Elisa Fromont , Alexandre Termier
ICTAI 2021 - 33rd IEEE International Conference on Tools with Artificial Intelligence, Nov 2021, Virtual, United States. pp.1-5
Conference papers hal-03494520v1
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Apprentissage d'arbres de décision optimaux à partir de treillis d'itemsets

Elisa Fromont , Siegfried Nijssen
CAp'07 (Conférence d'Apprentissage), Jul 2007, France. pp.141-156
Conference papers hal-00378347v1
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Integrating Decision Tree Learning into Inductive Databases

Elisa Fromont , Hendrik Blockeel , Jan Struyf
Knowledge Discovery in Inductive Databases, Springer, pp.81-96, 2006, LNCS 4747
Book sections hal-00372027v1
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Learning rules from multisource data for cardiac monitoring

Marie-Odile Cordier , Elisa Fromont , René Quiniou
International Journal of Biomedical Engineering and Technology (IJBET), 2010, Vol 3 (1/2), pp.133-155
Journal articles hal-00362831v1
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Weighted Symbols-based Edit Distance for String-Structured Image Classification

Cécile Barat , Christophe Ducottet , Elisa Fromont , Anne-Claire Legrand , Marc Sebban
ECML PKDD 2010 European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases., Sep 2010, Barcelona, Spain
Conference papers hal-00499468v1
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Apprentissage de sphères maximales d’exclusion avec garanties théoriques

Guillaume Metzler , Xavier Badiche , Brahim Belkasmi , Stéphane Canu , Elisa Fromont , et al.
Conférence sur l'Apprentissage Automatique, Jun 2017, Grenoble, France
Conference papers hal-01581550v1
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Improving Domain Adaptation By Source Selection

Kevin Bascol , Rémi Emonet , Elisa Fromont
ICIP 2019 - IEEE International Conference on Image Processing, Sep 2019, Taïpei, Taiwan. ⟨10.1109/ICIP.2019.8803325⟩
Conference papers hal-02136378v1
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Méthodes de Fusion de Cartes de Caractéristiques pour la Détection Multispectrale par Réseaux de Neurones Profonds

Heng Zhang , Elisa Fromont , Sébastien Lefèvre , Bruno Avignon
RFIAP 2020 - Reconnaissance des Formes, Image, Apprentissage et Perception, Jun 2020, Vannes, France. pp.1-2
Conference papers hal-02872123v1
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Parametric Graph for Unimodal Ranking Bandit

Camille-Sovanneary Gauthier , Romaric Gaudel , Elisa Fromont , Boammani Aser Lompo
ICML 2021 - International Conference on Machine Learning, Jul 2021, Virtual, Canada. pp.3630--3639
Conference papers hal-03256621v2
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Guided Attentive Feature Fusion for Multispectral Pedestrian Detection

Heng Zhang , Elisa Fromont , Sébastien Lefèvre , Bruno Avignon
WACV 2021 - IEEE Winter Conference on Applications of Computer Vision, Jan 2021, Waikoloa /Virtual, United States. pp.1-9
Conference papers hal-03119907v1
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Representation learning for more reproducible fMRI data analyses

Elodie Germani , Elisa Fromont , Camille Maumet
IABM 2023 - Colloque Français d'Intelligence Artificielle en Imagerie Biomédical, Mar 2023, Paris, France. pp.1
Poster communications hal-04068797v1
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Apprentissage multisource par programmation logique inductive

Elisa Fromont , René Quiniou , Marie-Odile Cordier
15e congrès francophone AFRIF-AFIA Reconnaissance des Formes et Intelligence Artificielle, Hubert CARDOT et Gilles VENTURINI, Jan 2006, Tour, France, pp.115
Conference papers inria-00001050v1
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Bandit Algorithm for Both Unknown Best Position and Best Item Display on Web Pages

Camille-Sovanneary Gauthier , Romaric Gaudel , Elisa Fromont
IDA 2021 - 19th International Symposium on Intelligent Data Analysis, Apr 2021, Porto (virtual), Portugal. pp.12
Conference papers hal-03163763v1
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Bandits manchots avec échantillonnage de Thompson pour des recommandations multiples suivant un modèle fondé sur les positions

Camille-Sovanneary Gauthier , Romaric Gaudel , Elisa Fromont
CAp 2020 - Conférence sur l'Apprentissage automatique, Jun 2020, Vannes, France. pp.1-2
Conference papers hal-02872149v1
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Learning maximum excluding ellipsoids from imbalanced data with theoretical guarantees

Guillaume Metzler , Xavier Badiche , Brahim Belkasmi , Elisa Fromont , Amaury Habrard , et al.
Pattern Recognition Letters, 2018, 112, pp.310-316. ⟨10.1016/j.patrec.2018.08.016⟩
Journal articles hal-01878830v1
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XEM: An explainable-by-design ensemble method for multivariate time series classification

Kevin Fauvel , Elisa Fromont , Véronique Masson , Philippe Faverdin , Alexandre Termier
Data Mining and Knowledge Discovery, 2022, 36 (3), pp.917-957. ⟨10.1007/s10618-022-00823-6⟩
Journal articles hal-03599214v1
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On the benefits of self-taught learning for brain decoding

Elodie Germani , Elisa Fromont , Camille Maumet
GigaScience, 2023, 12, pp.1-17. ⟨10.1093/gigascience/giad029⟩
Journal articles hal-03769993v6

A Community-based Framework for Healthcare Data Sharing (Poster, Part 1)

Elisa Fromont , Pierre Maret , Fabrice Muhlenbach , Z. Hao , Guillaume Lopez , et al.
Symposium of the Academy of Human Informatics, Mar 2011, Japan
Conference papers hal-00630302v1
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Unsupervised Interpretable Pattern Discovery in Time Series Using Autoencoders

Kevin Bascol , Rémi Emonet , Elisa Fromont , Jean-Marc Odobez
The joint IAPR International Workshops on Structural and Syntactic Pattern Recognition (SSPR 2016), Nov 2016, Merida, Mexico
Conference papers hal-01374576v1
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Accurate Visual Word Construction using a Supervised Approach

Basura Fernando , Elisa Fromont , Damien Muselet , Marc Sebban
25th International Conference of Image and Vision Computing New Zealand, Nov 2010, New Zealand
Conference papers hal-00555639v1

Extraction de connaissances provenant de données multisources pour la caractérisation d'arythmies cardiaques

Elisa Fromont , Marie-Odile Cordier , René Quiniou
O. Boussaid and P. Gançarski and F. Masseglia and B. Trousse and G. Venturini and D. Zighed. Fouille de données complexes, RNTI-E-4, Cepaduès, pp.25-45, 2005, Revue des Nouvelles Technologies de l~Information
Book sections inria-00511102v1
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Intelligent adaptive monitoring for cardiac surveillance

Lucie Callens , Guy Carrault , Marie-Odile Cordier , Elisa Fromont , François Portet , et al.
European Conference on Artificial Intelligence, Jul 2008, Greece. pp.653-657
Conference papers hal-00372053v1