Milad Leyli abadi
- IRT SystemX
Publications
Publications
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Human-AI Interaction in Safety-Critical Network InfrastructuresiScience, 2025, pp.113400. ⟨10.1016/j.isci.2025.113400⟩ |
Online common change-point detection in a set of nonstationary categorical time seriesNeurocomputing, 2021, 439, pp 176-196. ⟨10.1016/j.neucom.2021.01.066⟩ |
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Mixture of Joint Nonhomogeneous Markov Chains to Cluster and Model Water Consumption Behavior SequencesACM Transactions on Intelligent Systems and Technology, 2019, 1 (1), 22p. ⟨10.1145/3347452⟩ |
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Training as an affordable and powerful lever to stimulate the evolution dynamics of a newly designed technology platform at the frontier between academia and industry25th International Conference on Engineering Design (ICED), Aug 2025, Dallas, United States. ⟨10.1017/pds.2025.10337⟩ |
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NeurIPS 2024 ML4CFD Competition: Results and Retrospective AnalysisNeural Information Processing Systems 2025, Dec 2025, San Diego (US), France. ⟨10.48550/arXiv.2506.08516⟩ |
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Study Design and Demystification of Physics Informed Neural Networks for Power Flow SimulationWorkshop Machine Learning for Sustainable Power Systems (ML4SPS), ECML-PKDD, Sep 2025, Porto, Portugal |
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Data Drift Detection and Assessment for AI-hybrid Models Applied on Electrical Energy ConsumptionWorkshop AI Trustworthiness and Risk Assessment for Challenged Contexts (ATRACC) - AAAI Fall Symposium, Nov 2025, Arlington, United States |
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Statistical and Predictive Analysis to Identify Risk Factors and Effects of Post COVID-19 SyndromeIARIA Pandemics Analytics 2025, Oct 2025, Barcelona (ES), Spain |
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Evaluation methodology for disentangled uncertainty quantification on regression models32th European Symposium on Artificial Neural Networks (ESANN), Oct 2024, Bruges, Belgium |
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Optimal transport based adversarial patch to leverage large scale attack transferabilityThe International Conference on Learning Representations (ICLR 2024), May 2024, Vienne, Austria |
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LIPS - Learning Industrial Physical Simulation benchmark suiteNeurIPS - Data & Benchmark Track, Nov 2022, New Orleans, United States |
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Benchmarking and deeper analysis of adversarial patch attack on object detectorsWorkshop Artificial Intelligence Safety - AI Safety (IJCAI-ECAI conference), Jul 2022, Vienne, Austria |
Predictive analysis of fatigue crack growth on railroad tracks using machine learning techniquesThe Fifth International Conference on Railway Technology: Research, Development and Maintenance (Railways 2022), Aug 2022, Montpellier, France |
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Riding pattern recognition for powered two-wheelers using a long short-term memory networkIEEE ITSC 2020, 23rd International conference on intelligent transportation systems, Sep 2020, Rhodes, France. 7p, ⟨10.1109/ITSC45102.2020.9294579⟩ |
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Détection en ligne de multiples changements dans un panel de données catégoriellesSFC 2019, XXVIèmes rencontres de la société francophone de classification, Sep 2019, Nancy, France. 4p |
Mélange de chaînes de Markov non-homogènes pour la classification et la prévision des habitudes de consommation issues d'un réseau d'eau intelligentXXVèmes Rencontres de la Société Francophone de Classification, Sep 2018, Paris, France. 4p |
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Mixture of Non-homogeneous Hidden Markov Models for Clustering and Prediction of Water Consumption Time SeriesIEEE IJCNN'18, IEEE International Joint Conference on Neural Networks, Jul 2018, Rio de Janeiro, France. 8p |
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Predictive Classification of Water Consumption Time Series using Non-homogeneous Markov ModelsIEEE DSAA 2017, International Conference on Data Science and Advanced Analytics, Oct 2017, Tokyo, Japan. 8p |
Change detection in smart grids using dynamic mixtures of t-distributionsIn: Advances in Condition Monitoring and Structural Health Monitoring, Springer, pp.53-68, 2021, Lectures notes in Mechanical Engineering, 978-981-15-9199-0. ⟨10.1007/978-981-15-9199-0_6⟩ |
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Change Point Detection in Periodic Panel Data Using a Mixture-Model-Based ApproachTrends and Applications in Knowledge Discovery and Data Mining, 11607, Springer International Publishing, pp.139-150, 2019, Lecture Notes in Computer Science, 978-3-030-26141-2. ⟨10.1007/978-3-030-26142-9_13⟩ |
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A Conceptual Framework for AI-based Decision Systems in Critical Infrastructures2025 |
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Carpet-bombing patch: attacking a deep network without usual requirements2023 |
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Modélisation dynamique, classification et détection de changement dans les panels catégoriels issus d'un réseau d'eau intelligentIngénierie assistée par ordinateur. Université Paris-Est, 2019. Français. ⟨NNT : 2019PESC2003⟩ |