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103 Results
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Optimisation du Positionnement de Voitures en Autopartage basée sur la Prédiction de leur UtilitéConférence Nationale en Intelligence Artificielle 2022 (CNIA 2022), Jun 2022, Saint-Etienne, France. pp.1-10
Conference papers
hal-03866192v1
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Guest editors introduction to the special issue for the ECML PKDD 2018 journal trackMachine Learning, 2018, 107 (8-10), pp.1207-1208. ⟨10.1007/s10994-018-5745-x⟩
Journal articles
hal-01952495v1
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Un algorithme de pondération de la F-Mesure par pondération des erreurs de classfication.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 antagonistesCAp 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 GenerationPattern 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 ClassificationACPR 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 SystemExtraction 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 ServicesICTAI 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 SequenceICTAI 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'itemsetsCAp'07 (Conférence d'Apprentissage), Jul 2007, France. pp.141-156
Conference papers
hal-00378347v1
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Integrating Decision Tree Learning into Inductive DatabasesKnowledge 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 monitoringInternational 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 ClassificationECML 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 théoriquesConférence sur l'Apprentissage Automatique, Jun 2017, Grenoble, France
Conference papers
hal-01581550v1
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Improving Domain Adaptation By Source SelectionICIP 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 ProfondsRFIAP 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 BanditICML 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 DetectionWACV 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 analysesIABM 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 inductive15e 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 PagesIDA 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 positionsCAp 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 guaranteesPattern 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 classificationData 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 decodingGigaScience, 2023, 12, pp.1-17. ⟨10.1093/gigascience/giad029⟩
Journal articles
hal-03769993v6
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A Community-based Framework for Healthcare Data Sharing (Poster, Part 1)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 AutoencodersThe 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 Approach25th International Conference of Image and Vision Computing New Zealand, Nov 2010, New Zealand
Conference papers
hal-00555639v1
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Extraction de connaissances provenant de données multisources pour la caractérisation d'arythmies cardiaquesO. 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 surveillanceEuropean Conference on Artificial Intelligence, Jul 2008, Greece. pp.653-657
Conference papers
hal-00372053v1
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