Publicaciones (189) Publicaciones de BASILIO SIERRA ARAUJO

2023

  1. A Hierarchical Approach for Spanish Sign Language Recognition: From Weak Classification to Robust Recognition System

    Lecture Notes in Networks and Systems

  2. A Novel Architecture Definition for AI-Driven Industry 4.0 Applications

    Proceedings - 2023 International Conference on Intelligent Computing and Control, IC and C 2023

  3. CatSight, a direct path to proper multi-variate time series change detection: perceiving a concept drift through common spatial pattern

    International Journal of Machine Learning and Cybernetics, Vol. 14, Núm. 9, pp. 2925-2944

  4. Convolutional neural network-based classification and monitoring models for lung cancer detection: 3D perspective approach

    Heliyon, Vol. 9, Núm. 11

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

    Neurocomputing, Vol. 541

  6. Fuzzy classification with distance-based depth prototypes: High-dimensional unsupervised and/or supervised problems

    Applied Soft Computing, Vol. 148

  7. HAKA: HierArchical Knowledge Acquisition in a sign language tutor

    Expert Systems with Applications, Vol. 215

  8. Optimizing porosity detection in wire laser metal deposition processes through data-driven AI classification techniques

    Engineering Failure Analysis, Vol. 152

  9. RANSAC for Robotic Applications: A Survey

    Sensors, Vol. 23, Núm. 1

  10. Semi-Automatic Validation and Verification Framework for CV&AI-Enhanced Railway Signaling and Landmark Detector

    IEEE Transactions on Instrumentation and Measurement, Vol. 72

2022

  1. A Hybrid Machine-Learning Ensemble for Anomaly Detection in Real-Time Industry 4.0 Systems

    IEEE Access, Vol. 10, pp. 72024-72036

  2. Brain Mapping of Behavioral Domains Using Multi-Scale Networks and Canonical Correlation Analysis

    Frontiers in Neuroscience, Vol. 16

  3. Efficient large-scale face clustering using an online Mixture of Gaussians

    Engineering Applications of Artificial Intelligence, Vol. 114

  4. On the Evaluation, Management and Improvement of Data Quality in Streaming Time Series

    IEEE Access, Vol. 10, pp. 81458-81475

  5. Sign language recognition by means of common spatial patterns: An analysis

    PloS one, Vol. 17, Núm. 10, pp. e0276941

  6. dbcsp: User-friendly R package for Distance-Based Common Spatial Patterns

    R Journal, Vol. 14, Núm. 3, pp. 80-94

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. A New Approach for Video Action Recognition: CSP-Based Filtering for Video to Image Transformation

    IEEE Access, Vol. 9, pp. 139946-139957

  3. A cyber-physical data collection system integrating remote sensing and wireless sensor networks for coffee leaf rust diagnosis

    Sensors, Vol. 21, Núm. 16

  4. A real application of an autonomous industrial mobile manipulator within industrial context

    Electronics (Switzerland), Vol. 10, Núm. 11