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Conference

Automatische Normalisierung von Variablen aus Datenbanken in der Agrarökologie ; Automatic normalization of variables from databases in agroecology ; Normalisation automatique de variables issues de bases de données en agroécologie

Subjects: Databases on Agroecology; Heterogeneity of variables; Automatic matchingDijon; France

  • Source: Atelier TextMine – Groupe de travail sur la fouille de textes ; https://hal.science/hal-04483699 ; Atelier TextMine – Groupe de travail sur la fouille de textes, P. Cuxac, C. Lopez, Jan 2024,

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Academic Journal

Combining UAV and Sentinel-2 Imagery for Estimating Millet FCover in a Heterogeneous Agricultural Landscape of Senegal

Subjects: drone; fraction of green vegetation cover (FCover); machine learning

  • Source: ISSN: 1939-1404 ; IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ; https://hal.inrae.fr/hal-04562624 ; IEEE Journal of Selected Topics in Applied Earth

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Machine learning prediction of state-to-state rate constants for astrochemistry

Subjects: Machine Learning; Quantum dynamics; Astrochemistry -Methods

  • Source: ISSN: 2949-7477 ; Artificial Intelligence Chemistry ; https://hal.science/hal-04452423 ; Artificial Intelligence Chemistry, 2024, 2 (1), pp.100052. ⟨10.1016/j.aichem.2024.100052⟩.

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Development and validation of algorithms to predict left ventricular ejection fraction class from healthcare claims data

Subjects: [SDV.MHEP.CSC]Life Sciences [q-bio]/Human health and pathology/Cardiology and cardiovascular system; [INFO.INFO-DB]Computer Science [cs]/Databases [cs.DB]; [INFO.INFO-IR]Computer Science [cs]/Information Retrieval [cs.IR]

  • Source: EISSN: 2055-5822 ; ESC Heart Failure ; https://hal.science/hal-04489541 ; ESC Heart Failure, In press, ⟨10.1002/ehf2.14725⟩

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Optimal checkpointing for heterogeneous chains: how to train deep neural networks with limited memory ; Checkpointing optimal pour chaînes hétérogènes: apprentissage de réseaux de neurones profonds avec mémoire limitée

Subjects: Machine Learning; Scheduling; Automatic Differentiation

  • Source: ISSN: 0098-3500 ; ACM Transactions on Mathematical Software ; https://inria.hal.science/hal-02352969 ; ACM Transactions on Mathematical Software, In press.

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Academic Journal

Positivity-free Policy Learning with Observational Data

Subjects: incremental propensity score intervention; individualized treatment rule; natural stochastic policy

  • Source: ISSN: 2640-3498 ; Proceedings of The 27th International Conference on Artificial Intelligence and Statistics (AISTATS) ; https://hal.science/hal-04236430 ; Proceedings of The 27th International

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Report

Probabilistic Prediction of Arrivals and Hospitalizations in Emergency Departments in Île-de-France

Subjects: Emergency department; Time series forecasting; Machine learning

  • Source: https://hal.science/hal-04539380 ; 2024.

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φ-FEM-FNO: a new approach to train a Neural Operator as a fast PDE solver for variable geometries

Subjects: Partial differential equations; Fourier neural operator; Finite element method

  • Source: https://hal.science/hal-04473794 ; 2024.

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Conference

Impact of training dataset size and its hydrometeorological typology on LSTM performance for rainfall-runoff modeling: a case study of the Severn river ; IMPACT DE LA TAILLE DU JEU DE DONNÉES D'ENTRAÎNEMENT ET DE SA TYPOLOGIE HYDROMÉTÉOROLOGIQUE SUR LES PERFORMANCES DES LSTM POUR LA MODÉLISATION DES ÉCOULEMENTS PLUVIAUX : UNE ÉTUDE DE CAS DE LA RIVIÈRE SEVERN

Subjects: Machine Learning in Hydrology Artificial Intelligence Univariate Analysis Training Dataset Conceptual Models; Machine Learning in Hydrology; Artificial IntelligenceChatou; FranceChatou, France

  • Source: SimHydro conferences ; https://hal.science/hal-04375806 ; SimHydro conferences, Société Hydrotechnique de France (SHF); the Association Française de Mécanique (AFM); the Environmental & Water

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Conference

SENA: Similarity-based Error-checking of Neural Activations

Subjects: Machine Learning Safety; Neural Network Runtime Monitoring; [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG]Krakow; Poland

  • Source: Proceedings of the 27th European Conference on Artificial Intelligence - ECAI 2023 ; 27th European Conference on Artificial Intelligence - ECAI 2023 ; https://hal.science/hal-04212952 ; 27th European

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  • 1-10 of  452 results for ""machine learning""