Publications in collaboration with researchers from Universidad de Jaén (463)

2024

  1. ARTxAI: Explainable Artificial Intelligence Curates Deep Representation Learning for Artistic Images Using Fuzzy Techniques

    IEEE Transactions on Fuzzy Systems, Vol. 32, Núm. 4, pp. 1915-1926

  2. Detection of conspiracy-related messages in Telegram with anonymized named entities

    CEUR Workshop Proceedings

  3. Federated Learning for Exploiting Annotators’ Disagreements in Natural Language Processing

    Transactions of the Association for Computational Linguistics, Vol. 12, pp. 724-742

2023

  1. Assessing the impact of soiling on photovoltaic efficiency using supervised learning techniques

    Expert Systems with Applications, Vol. 231

2022

  1. Reducing Data Complexity Using Autoencoders With Class-Informed Loss Functions

    IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 44, Núm. 12, pp. 9549-9560

  2. Theorem Verification of the Quantifier-Guided Dominance Degree with the Mean Operator for Additive Preference Relations

    Mathematics, Vol. 10, Núm. 12

2021

  1. 30th Anniversary of Applied Intelligence: A combination of bibliometrics and thematic analysis using SciMAT

    Applied Intelligence, Vol. 51, Núm. 9, pp. 6547-6568

  2. Dynamics of changes in climate zones and building energy demand. A case study in spain

    Applied Sciences (Switzerland), Vol. 11, Núm. 9

  3. Meta-Fuzzy Items for Fuzzy Association Rules

    IEEE International Conference on Fuzzy Systems

  4. Slicer: Feature Learning for Class Separability with Least-Squares Support Vector Machine Loss and COVID-19 Chest X-Ray Case Study

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

  5. Slicer: feature Learning for Class Separability with Least-Squares Support Vector Machine Loss and COVID-19 Chest X-Ray Case Study

    Hybrid Artificial Intelligent Systems: 16th International Conference, HAIS 2021. Bilbao, Spain. September 22–24, 2021. Proceedings

2020

  1. A context-aware embeddings supported method to extract a fuzzy sentiment polarity dictionary

    Knowledge-Based Systems, Vol. 190

  2. A phase change material selection using the interval-valued target-based BWM-CoCoMULTIMOORA approach: A case-study on interior building applications

    Applied Soft Computing Journal, Vol. 95

  3. An analysis on the use of autoencoders for representation learning: Fundamentals, learning task case studies, explainability and challenges

    Neurocomputing, Vol. 404, pp. 93-107

  4. Artificial intelligence within the interplay between natural and artificial computation: Advances in data science, trends and applications

    Neurocomputing, Vol. 410, pp. 237-270

  5. Comparative study of the use of different biomass from olive grove in the manufacture of sustainable ceramic lightweight bricks

    Construction and Building Materials, Vol. 231

  6. Determination of the optimal operative conditions for the torrefaction of olive waste biomass

    Sustainability (Switzerland), Vol. 12, Núm. 16

  7. Identification and visualization of the conceptual structure and main research themes of Studies in Informatics and Control journal from 2008 to 2019

    Studies in Informatics and Control, Vol. 29, Núm. 2, pp. 159-168

  8. Knowledge redundancy approach to reduce size in association rules

    Informatica (Slovenia), Vol. 44, Núm. 2, pp. 167-181

  9. New technique to alleviate the cold start problem in recommender systems using information from social media and random decision forests

    Information Sciences, Vol. 536, pp. 156-170