Vincent LEMAIRE
Publications
Publications
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Evidential uncertainty sampling for active learningMachine Learning, 2024 |
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Stationary Heston model: Calibration and Pricing of exotics using Product Recursive QuantizationQuantitative Finance, 2022, 22 (4), pp.611-629. ⟨10.1080/14697688.2021.2023205⟩ |
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COCALITE: A Hybrid Model COmbining CAtch22 and LITE for Time Series ClassificationIEEE International Conference on Big Data (BigData), Dec 2024, Washington, United States. pp.1229-1236, ⟨10.1109/BigData62323.2024.10825872⟩ |
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Défi TextMine'23 - Reconnaissance d'entités d'intérêts dans les signatures d'e-mailsAtelier TextMine'23, Groupe de travail sur la fouille de textes de l'association EGC, Jan 2023, Lyon, France |
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Découvrir de nouvelles classes dans des données tabulairesEGC 2023: Extraction et Gestion des Connaissances, Jan 2023, Lyon, France. pp.467-474 |
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A Method for Discovering Novel Classes in Tabular DataICKG 2022: IEEE International Conference on Knowledge Graph, Nov 2022, Orlando, United States. pp.265-274, ⟨10.1109/ICKG55886.2022.00041⟩ |
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Early and Revocable Time Series ClassificationInternational Joint Conference on Neural Networks (IJCNN), Jul 2022, Padua, Italy. ⟨10.1109/IJCNN55064.2022.9892391⟩ |
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When to Classify Events in Open Times Series?Asian Conference on Machine Learning (ACML), Dec 2022, Hyderabad, India |
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Modèle crédibiliste pour l'échantillonnage en apprentissage actifRencontres francophones sur la logique floue et ses applications, Oct 2021, Paris, France |
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Early Classification of Time Series: Cost-based multiclass Algorithms2021 IEEE 8th International Conference on Data Science and Advanced Analytics (DSAA), Oct 2021, Porto, Portugal. pp.1-10, ⟨10.1109/DSAA53316.2021.9564134⟩ |
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Evidential Nearest Neighbours in Active LearningWorksop on Interactive Adaptive Learning (IAL) - ECML-PKDD, Sep 2021, Bilbao, Spain |
FEARS: a Feature and Representation Selection approach for Time Series ClassificationThe Eleventh Asian Conference on Machine Learning, Nov 2019, Nagoya, Japan |
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Should we reload Time Series Classification Performance Evaluation ? (a position paper)3rd ECML/PKDD Workshop on Advanced Analytics and Learning on Temporal Data, Sep 2018, Dublin, Ireland |
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Incremental Decision Tree based on order statisticsWorkshop on Active and Incremental Learning (without proceedings), Vincent Lemaire, Pascal Cuxac and Jean-Charles Lamirel, 2012, Montpellier, France |
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TextMine'232023 |
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TextMine'222022 |
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TextMine'212021 |
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TextMine'202020 |
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TextMine'192019 |
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TextMine'182018 |
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TextMine'172017, TextMine |
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Frugal AI: Introduction, Concepts, Development and Open Questions2025 |
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IA ET EMPREINTE ENVIRONNEMENTALE : QUELLE CONSOMMATION D’ÉNERGIE POUR QUELLES ÉTAPES ?[Rapport de recherche] 6. 2022 |
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Data Mining Exploration, Sélection, CompréhensionInformatique [cs]. Universite Paris Sud - Laboratoire de Recherche en Informatique UMR 8623, 2008 |