Publicaciones en colaboración con investigadores/as de Imperial College London (32)

2023

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

    IEEE Transactions on Neural Networks and Learning Systems

  2. 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. Data Learning: Integrating Data Assimilation and Machine Learning

    Journal of Computational Science, Vol. 58

  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

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. Linked-Data based Constraint-Checking (LDCC) to support look-ahead planning in construction

    Automation in Construction, Vol. 120

  6. Open Visualization Environment (OVE): A web framework for scalable rendering of data visualizations

    Future Generation Computer Systems, Vol. 112, pp. 785-799

  7. TUORIS: A middleware for visualizing dynamic graphics in scalable resolution display environments

    Future Generation Computer Systems, Vol. 106, pp. 559-571

  8. Towards a large-scale twitter observatory for political events

    Future Generation Computer Systems, Vol. 110, pp. 976-983

  9. Weak Constraint Gaussian Processes for optimal sensor placement

    Journal of Computational Science, Vol. 42

2019

  1. A Probabilistic Algorithm for Predictive Control with Full-Complexity Models in Non-Residential Buildings

    IEEE Access, Vol. 7, pp. 38748-38765

  2. Compositional Microservices for Immersive Social Visual Analytics

    Proceedings of the International Conference on Information Visualisation