Publicaciones en colaboración con investigadoras/es de Basque Research and Technology Alliance (22)

2023

  1. Comprehensive Analysis of Different Techniques for Data Augmentation and Proposal of New Variants of BOSME and GAN

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

  2. Ensemble of 6 DoF Pose estimation from state-of-the-art deep methods.

    Neurocomputing, Vol. 541

  3. First Steps Predicting Execution of Civil Works from Georeferenced Infrastructure Data

    Lecture Notes in Networks and Systems

2022

  1. An active adaptation strategy for streaming time series classification based on elastic similarity measures

    Neural Computing and Applications, Vol. 34, Núm. 16, pp. 13237-13252

  2. An analysis of different deep learning neural networks for intra-hour solar irradiation forecasting to compute solar photovoltaic generators' energy production

    Energy for Sustainable Development, Vol. 68, pp. 1-17

  3. Identification and measurement of tropical tuna species in purse seiner catches using computer vision and deep learning

    Ecological Informatics, Vol. 67

  4. Non-parametric discretization for probabilistic labeled data

    Pattern Recognition Letters, Vol. 161, pp. 52-58

  5. Solving the multi-objective Hamiltonian cycle problem using a Branch-and-Fix based algorithm

    Journal of Computational Science, Vol. 60

2021

  1. 3D convolutional neural networks initialized from pretrained 2D convolutional neural networks for classification of industrial parts

    Sensors (Switzerland), Vol. 21, Núm. 4, pp. 1-18

  2. Accurate 3D Object Detection from Point Cloud Data using Bird's Eye View Representations

    ICETE International Conference on E-Business and Telecommunication Networks (International Joint Conference on Computational Intelligence)

  3. Accurate 3D Object Detection from Point Cloud Data using Bird’s Eye View Representations

    International Joint Conference on Computational Intelligence

  4. Designing automated deployment strategies of face recognition solutions in heterogeneous iot platforms

    Information (Switzerland), Vol. 12, Núm. 12

  5. On-demand serverless video surveillance with optimal deployment of deep neural networks

    VISIGRAPP 2021 - Proceedings of the 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications

  6. Optimal deployment of face recognition solutions in a heterogeneous IoT platform for secure elderly care applications

    Procedia Computer Science

  7. Rank Aggregation for Non-stationary Data Streams

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

  8. Robust 3D Object Detection from LiDAR Point Cloud Data with Spatial Information Aggregation

    Advances in Intelligent Systems and Computing

2020

  1. Data Augmentation for Industrial Prognosis Using Generative Adversarial Networks

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

  2. Histogram-based descriptor subset selection for visual recognition of industrial parts

    Applied Sciences (Switzerland), Vol. 10, Núm. 11

  3. Mutual information based feature subset selection in multivariate time series classification

    Pattern Recognition, Vol. 108

  4. Plasmon-Enhanced Optical Chirality through Hotspot Formation in Surfactant-Directed Self-Assembly of Gold Nanorods

    ACS Nano, Vol. 14, Núm. 12, pp. 16712-16722