Publications en collaboration avec des chercheurs de Imperial College London (45)

2024

  1. Cluster analysis of blood biomarkers to identify molecular patterns in pulmonary fibrosis: assessment of a multicentre, prospective, observational cohort with independent validation

    The Lancet Respiratory Medicine, Vol. 12, Núm. 9, pp. 681-692

  2. Explainable Hybrid Semi-parametric Model for Prediction of Power Generated by Wind Turbines

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  3. Fuzzy Attention Neural Network to Tackle Discontinuity in Airway Segmentation

    IEEE Transactions on Neural Networks and Learning Systems, Vol. 35, Núm. 6, pp. 7391-7404

  4. Graph-neural-network potential energy surface to speed up Monte Carlo simulations of water cluster anions

    Journal of Computational Science, Vol. 81

2023

  1. All Trolls Have One Mission: An Entropy Analysis of Political Misinformation Spreaders

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  2. Graph Neural Network Potentials for Molecular Dynamics Simulations of Water Cluster Anions

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  3. Physics-informed neural networks for data-driven simulation: Advantages, limitations, and opportunities

    Physica A: Statistical Mechanics and its Applications, Vol. 610

2022

  1. Automating look-ahead schedule generation for construction using linked-data based constraint checking and reinforcement learning

    Automation in Construction, Vol. 134

  2. CNTRLDA: A building energy management control system with real-time adjustments. Application to indoor temperature

    Building and Environment, Vol. 215

  3. Chronic neuropsychiatric sequelae of SARS-CoV-2: Protocol and methods from the Alzheimer's Association Global Consortium

    Alzheimer's and Dementia: Translational Research and Clinical Interventions, Vol. 8, Núm. 1

  4. Data harmonisation for information fusion in digital healthcare: A state-of-the-art systematic review, meta-analysis and future research directions

    Information Fusion, Vol. 82, pp. 99-122

  5. Forced vital capacity trajectories in patients with idiopathic pulmonary fibrosis: a secondary analysis of a multicentre, prospective, observational cohort

    The Lancet. Digital health, Vol. 4, Núm. 12, pp. e862-e872

2021

  1. Minimalistic fuzzy ontology reasoning: An application to Building Information Modeling

    Applied Soft Computing, Vol. 103

  2. Scalable object detection pipeline for traffic cameras: Application to Tfl JamCams

    Expert Systems with Applications, Vol. 182

  3. Variational Gaussian Process for Optimal Sensor Placement

    Applications of Mathematics, Vol. 66, Núm. 2, pp. 287-317

2020

  1. A case study on understanding energy consumption through prediction and visualization (VIMOEN)

    Journal of Building Engineering, Vol. 30

  2. A time-series clustering methodology for knowledge extraction in energy consumption data

    Expert Systems with Applications, Vol. 160

  3. Attention-based Convolutional Autoencoders for 3D-Variational Data Assimilation

    Computer Methods in Applied Mechanics and Engineering, Vol. 372

  4. Do the shuffle: Exploring reasons for music listening through shuffled play

    PLoS ONE, Vol. 15, Núm. 2

  5. Interdisciplinary Research in Artificial Intelligence: Challenges and Opportunities

    FRONTIERS IN BIG DATA, Vol. 3