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Sylvain Marié

Observed names: Marie, Sylvain, Marié, S., Marié, Sylvain, S. Marie, Sylvain Marie, Sylvain Marie Sylvain Marie
ORCID: 0000-0002-5929-1047
Observed ORCID: 0000-0002-5929-1047
OpenAlex ID: A5073710558
Integrated building fault detection and diagnosis using data modeling and Bayesian networks
2024 · Tianyun Gao, Sylvain Marié, et al. · Energy and Buildings · 27
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Mastering building management systems data points tagging with minimal examples: unveiling the power of large language models
2024 · Zhiyu Zheng, Sylvain Marié, et al. · Energy and Buildings · 16
Multi-modal and multi-scale temporal metric learning for a robust time series nearest neighbors classification
2017 · Cao-Tri Do, Ahlame Douzal-Chouakria, et al. · Information Sciences · 13
Multiple metric learning for large margin kNN classification of time series
2015 · Cao-Tri Do, Ahlame Douzal-Chouakria, et al. · European Signal Processing Conference (EUSIPCO) · 10
Data mining and data-driven modelling for Air Handling Unit fault detection
2019 · Tianyun Gao, Bartosz Boguslawski, et al. · E3S Web of Conferences · 8
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Fast Bayesian Network Structure Learning using Quasi-Determinism Screening
2018 · Rahier, Thibaud, Marié, Sylvain, et al. · HAL (Le Centre pour la Communication Scientifique Directe) · 6
Passage Retrieval on Structured Documents Using Graph Attention Networks
2022 · Lucas Albarede, Philippe Mulhem, et al. · Lecture notes in computer science · 4
Temporal and Frequential Metric Learning for Time Series kNN Classification
2015 · Do, Cao-Tri, Douzal-Chouakria, Ahlame, et al. · HAL (Le Centre pour la Communication Scientifique Directe) · 4
Extension de passerelles OSGi pour les domaines de la distribution électrique: Modèles et outils
2006 · Baude, Françoise, Bottaro, André, et al. · HAL (Le Centre pour la Communication Scientifique Directe) · 3
Retrieval-augmented LLM with structured sampling for Building Management Systems point tagging under minimal context
2026 · Zhiyu Zheng, Sylvain Marié, et al. · Automation in Construction · 2
Passage retrieval in context: Experiments on Patents
2021 · Lucas Albarede, Philippe Mulhem, et al. · HAL (Le Centre pour la Communication Scientifique Directe) · 2
A Multi-modal Metric Learning Framework for Time Series kNN Classification
2016 · Cao-Tri Do, Ahlame Douzal-Chouakria, et al. · Lecture notes in computer science · 2
Enhancing Digital Continuity and Interoperability in Building Energy Management: A Digital Twin Approach with Large Language Models *
2025 · F. Ababsa, Z. Zheng, et al. · International Conference on Control, Decision and Information Technologies (CoDIT) · 1
Heterogeneous graph attention networks for passage retrieval
2023 · Lucas Albarede, Philippe Mulhem, et al. · Information Retrieval · 1
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Impact of line length, EV and PV on LV Grid topology identification based on voltage correlation
2023 · Victor Bossard, Lena Joyeux, et al. · IEEE PES Innovative Smart Grid Technologies Europe · 1
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Integrated Building Fault Detection and Diagnosis Using Data Modeling and Bayesian Networks
2023 · Tianyun Gao, Sylvain Marié, et al. · SSRN Electronic Journal · 1
`python-m5p` - M5 Prime regression trees in python, compliant with scikit-learn
2022 · Marié, Sylvain · HAL (Le Centre pour la Communication Scientifique Directe) · 1
An annotated dataset of Building Management System periodic alarms
2026 · Mathias Verdière, Sylvain Marié, et al. · Data in Brief
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Proof of metric properties for the Selective Temporal Hamming distance
2025 · Marié, Sylvain · HAL (Le Centre pour la Communication Scientifique Directe)
The Quest for the OpenBIM Exchange Requirements Checking Language: Comparing mvdXML, IDS and Gherkin
2025 · Stefan Jaud Stefan Jaud, Sylvain Marie Sylvain Marie, et al. · Computing in construction
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Entity Enhanced Attention Graph-Based Passages Retrieval
2023 · Albarede, Lucas, Goeuriot, Lorraine, et al. · HAL (Le Centre pour la Communication Scientifique Directe)
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A Pre-screening Approach for Faster Bayesian Network Structure Learning
2023 · Thibaud Rahier, Sylvain Marié, et al. · Lecture notes in computer science
Validating Condition-Based Maintenance Algorithms through Simulation
2022 · Chevalier, Marcel, Dupont, Léo, et al. · HAL (Le Centre pour la Communication Scientifique Directe)
Combining First Principles and Machine Learning for optimal maintenance of electrical assets
2021 · Chevalier, Marcel, Marié, Sylvain, et al. · HAL (Le Centre pour la Communication Scientifique Directe)
Powerful tests and reproducible benchmarks with `pytest-cases`
2021 · Marie, Sylvain · HAL (Le Centre pour la Communication Scientifique Directe)
Works count: 34
Citation count: 102
H-index: 6
I10-index: 4
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