Sylvain Marié
Présentation
Publications
Publications
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Integrated building fault detection and diagnosis using data modeling and Bayesian networksEnergy and Buildings, 2024, 306, pp.113889. ⟨10.1016/j.enbuild.2024.113889⟩ |
Multi-modal and multi-scale temporal metric learning for a robust time series nearest neighbors classificationInformation Sciences, 2017, 418-419, pp.418-419. ⟨10.1016/j.ins.2017.08.020⟩ |
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A Selective Temporal Hamming distance to find patterns in state transition event timeseries, at scale1st International Conference on Big Data Analytics and Applications (BDAA' 2025), Nov 2025, Innsbruck, Austria |
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Entity Enhanced Attention Graph-Based Passages Retrieval18e Conférence en Recherche d'Information et Applications -- 16e Rencontres Jeunes Chercheurs en RI -- 30e Conférence sur le Traitement Automatique des Langues Naturelles -- 25e Rencontre des Étudiants Chercheurs en Informatique pour le Traitement Automatique des Langues, Jun 2023, Paris, France. pp.196-200 |
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Impact of line length, EV and PV on LV Grid topology identification based on voltage correlation2023 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE), IEEE PES, Oct 2023, Grenoble, France. pp.1-5, ⟨10.1109/ISGTEUROPE56780.2023.10407221⟩ |
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Passage Retrieval on Structured Documents using Graph Attention Networks44th European Conference on IR Research (ECIR 2022), Apr 2022, Stavanger, Norway. pp.13-21, ⟨10.1007/978-3-030-99739-7_2⟩ |
`python-m5p` - M5 Prime regression trees in python, compliant with scikit-learnPyCon.DE & PyData Berlin, 2022, Apr 2022, Berlin, Germany |
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A Pre-Screening Approach for Faster Bayesian Network Structure LearningECML-PKDD 2022 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Sep 2022, Grenoble, France. pp.1-16 |
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Usage de la simulation pour valider des algorithmes d'optimisation de maintenance32ème Congrès Lambda Mu, Institut pour la Maîtrise des Risques (IMdR), Oct 2022, Paris Saclay, France |
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Validating Condition-Based Maintenance Algorithms through SimulationICCIE 2022 : International Conference on Computers and Industrial Engineering, Jul 2022, Stockholm, Sweden |
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Combining First Principles and Machine Learning for optimal maintenance of electrical assetsCIGI QUALITA 2021, May 2021, Grenoble, France |
Powerful tests and reproducible benchmarks with `pytest cases`EuroPython 2021, EuroPython Society (EPS), Jul 2021, Online, France. ⟨10.13140/RG.2.2.15289.90723⟩ |
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Screening strong pairwise relationships for fast Bayesian network structure learning2nd Italian-French Statistics Seminar - IFSS, Sep 2018, Grenoble, France |
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Fast Bayesian Network Structure Learning using Quasi-Determinism ScreeningJFRB 2018 - 9èmes Journées Francophones sur les Réseaux Bayésiens et les Modèles Graphiques Probabilistes, May 2018, Toulouse, France. pp.14-24 |
Temporal and Frequential Metric Learning for Time Series kNN ClassificationECML-PKDD 2015 - European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Database, Sep 2015, Porto, Portugal |
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Multiple Metric Learning for large margin kNN Classification of time seriesEUSIPCO 2015 - 23th European Signal Processing Conference, Aug 2015, Nice, France |
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Mesures de similarité pour l'aide à l'analyse des données énergétiques de bâtimentsRFIA 2012 (Reconnaissance des Formes et Intelligence Artificielle), Jan 2012, Lyon, France. pp.978-2-9539515-2-3 |
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Pervasive Energy Measurements for Buildings Monitoring28th W78 Conference “Information Technology for Construction“, CIB - International Counsil for Research and Innovation in Building and Construction, Oct 2011, Sophia Antipolis, France. pp.138-150 |
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Extension de passerelles OSGi pour les domaines de la distribution électrique: Modèles et outilsAtelier de travail OSGi 2006, 2006, Paris, France |
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Impact of line length, EV and PV on LV Grid topology identification based on voltage correlation2023 IEEE PES Innovative Smart Grid Technologies Europe (ISGT EUROPE), Oct 2023, Grenoble, France |
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HOMES - Un programme collaboratif pour la performance énergétique et le confort des bâtimentsAFIA 2011, Journées de l'Association Française pour l'Intelligence Artificielle, May 2011, Chambéry, France |
A Multi-modal Metric Learning Framework for Time Series kNN ClassificationAdvanced Analysis and Learning on Temporal Data, pp.131-143, 2016, ⟨10.1007/978-3-319-44412-3_9⟩ |
Method and system for determining the structure of an electricity transmission grid and associated computer programFrance, Patent n° : . 2016 |
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Proof of metric properties for the Selective Temporal Hamming distance2025 |
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On Convergence of the Method of Relaxations, an Application to Learning on a Graph.2006 |