Publications in collaboration with researchers from Universidad de Oviedo (20)

2023

  1. A Pseudo-Label Guided Hybrid Approach for Unsupervised Domain Adaptation

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

  2. Do all roads lead to Rome? Studying distance measures in the context of machine learning

    Pattern Recognition, Vol. 141

  3. Hybrid Classification Model Based on Supervised Techniques for Denial of Service Attacks Detection over CoAP Protocol

    Lecture Notes in Networks and Systems

2022

  1. Case Studies to Demonstrate Real-World Applications in Ophthalmic Image Analysis

    Intelligent Systems Reference Library (Springer Science and Business Media Deutschland GmbH), pp. 83-125

  2. When the best reviews are not placed between extremes

    Proceedings of the International Joint Conference on Neural Networks

2021

  1. Scalable feature selection using ReliefF aided by locality-sensitive hashing

    International Journal of Intelligent Systems, Vol. 36, Núm. 11, pp. 6161-6179

2020

  1. Fast Distributed kNN Graph Construction Using Auto-tuned Locality-sensitive Hashing

    ACM Transactions on Intelligent Systems and Technology, Vol. 11, Núm. 6

  2. Feature selection in image analysis: a survey

    Artificial Intelligence Review, Vol. 53, Núm. 4, pp. 2905-2931

2019

  1. A review of feature selection methods in medical applications

    Computers in Biology and Medicine, Vol. 112

  2. A scalable decision-tree-based method to explain interactions in dyadic data

    Decision Support Systems, Vol. 127

  3. Large scale anomaly detection in mixed numerical and categorical input spaces

    Information Sciences, Vol. 487, pp. 115-127

  4. Optimizing novelty and diversity in recommendations

    Progress in Artificial Intelligence, Vol. 8, Núm. 1, pp. 101-109

2018

  1. Análisis de algoritmos de cuantificación basados en ajuste de distribuciones

    XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2018): avances en Inteligencia Artificial. 23-26 de octubre de 2018 Granada, España

  2. Feature Selection for Big Visual Data: Overview and Challenges

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

  3. Segmentación de mercado explicable sobre datos de alta dimensión

    XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2018): avances en Inteligencia Artificial. 23-26 de octubre de 2018 Granada, España

  4. Selección de características escalable con ReliefF mediante el uso de Hashing Sensible a la Localidad

    XVIII Conferencia de la Asociación Española para la Inteligencia Artificial (CAEPIA 2018): avances en Inteligencia Artificial. 23-26 de octubre de 2018 Granada, España

2017

  1. Content-based methods in peer assessment of open-response questions to grade students as authors and as graders

    Knowledge-Based Systems, Vol. 117, pp. 79-87

  2. Paving the way for providing teaching feedback in automatic evaluation of open response assignments

    Proceedings of the International Joint Conference on Neural Networks

2015

  1. A factorization approach to evaluate open-response assignments in MOOCs using preference learning on peer assessments

    Knowledge-Based Systems, Vol. 85, pp. 322-328

  2. Including Content-Based Methods in Peer-Assessment of Open-Response Questions

    Proceedings - 15th IEEE International Conference on Data Mining Workshop, ICDMW 2015