Publications by the researcher in collaboration with DAVID ORTIZ PÉREZ (13)

2025

  1. A Federated Learning Architecture for Bird Species Classification in Wetlands

    Journal of Sensor and Actuator Networks, Vol. 14, Núm. 4

  2. CogniAlign: Word-level multimodal speech alignment with gated cross-attention for Alzheimer's detection

    Knowledge-Based Systems, Vol. 329

  3. Deep insights into cognitive decline: A survey of leveraging non-intrusive modalities with deep learning techniques

    Applied Soft Computing, Vol. 184

  4. Integrating advanced vision-language models for context recognition in risks assessment

    Neurocomputing, Vol. 618

  5. Optimizing IoT Video Data: Dimensionality Reduction for Efficient Deep Learning on Edge Computing

    Future Internet, Vol. 17, Núm. 2

  6. Visual WetlandBirds Dataset: Bird Species Identification and Behavior Recognition in Videos

    Scientific Data

  7. Visual WetlandBirds Dataset: Bird Species Identification and Behaviour Recognition in Videos

    Zenodo

2024

  1. Automated Generation of Clinical Reports Using Sensing Technologies with Deep Learning Techniques

    Sensors, Vol. 24, Núm. 9

  2. Cognitive Insights Across Languages: Enhancing Multimodal Interview Analysis

    Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH

  3. Exploring Text-Driven Approaches for Online Action Detection

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

  4. Text-Driven Data Augmentation Tool for Synthetic Bird Behavioural Generation

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

2023

  1. A Comprehensive Study on Pain Assessment from Multimodal Sensor Data

    Sensors, Vol. 23, Núm. 24

  2. POSEIDON: A Data Augmentation Tool for Small Object Detection Datasets in Maritime Environments

    Sensors (Basel, Switzerland), Vol. 23, Núm. 7