I.U. DE INVESTIGACIÓN INFORMÁTICA

2023

1. 3D Human Body Models: Parametric and Generative Methods Review

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

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

   Sensors, Vol. 23, Núm. 24

3. A Data Analytics Methodology to Visually Analyze the Impact of Bias and Rebalancing

   IEEE Access, Vol. 11, pp. 56691-56702

4. A Data-Driven Methodology for Guiding the Selection of Preprocessing Techniques in a Machine Learning Pipeline

   Lecture Notes in Business Information Processing

5. A Deep Approach for Volumetric Tractography Segmentation

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

6. A Deep Learning-Based Multimodal Architecture to predict Signs of Dementia

   Neurocomputing, Vol. 548

7. A Deep Transfer Learning Approach to Support Opportunistic Wearable Activity Recognition

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

8. A Fallen Person Detector with a Privacy-Preserving Edge-AI Camera

   International Conference on Information and Communication Technologies for Ageing Well and e-Health, ICT4AWE - Proceedings

9. A Formal Approach to Model the Expansion of Natural Events: The Case of Infectious Diseases

   Parallel Processing Letters, Vol. 33, Núm. 4

10. A Holistic Approach for Aligned Music and Lyrics Transcription

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

11. A Java Application for Teaching Graphs in Undergraduate Courses

    Applied Sciences (Switzerland), Vol. 13, Núm. 23

12. A Lightweight Mitigation Technique for Resource- Constrained Devices Executing DNN Inference Models Under Neutron Radiation

    IEEE Transactions on Nuclear Science, Vol. 70, Núm. 8, pp. 1625-1633

13. A Machine Learning Approach to Prediction of the Compressive Strength of Segregated Lightweight Aggregate Concretes Using Ultrasonic Pulse Velocity

    Applied Sciences (Switzerland), Vol. 13, Núm. 3

14. A Malware Detection Approach Based on Feature Engineering and Behavior Analysis

    IEEE Access, Vol. 11, pp. 105355-105367

15. A Model to Support the Prediction of Indicators in the Diagnosis and Intervention of Autism Spectrum Disorder

    Lecture Notes in Networks and Systems

16. A Modified Loss Function Approach for Instance Segmentation Improvement and Application in Fish Markets

    Lecture Notes in Networks and Systems

17. A Multimodal Dataset to Create Manufacturing Digital Twins

    Lecture Notes in Networks and Systems

18. A Performance Evaluation of Lightweight Deep Learning Approaches for Bird Recognition

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

19. A Review in Knowledge Extraction from Knowledge Bases

    International Conference Recent Advances in Natural Language Processing, RANLP

20. A Review of Deep Learning Methods for Detection of Gatherings and Abnormal Events for Public Security

    Lecture Notes in Networks and Systems