Publicaciones en colaboración con investigadores/as de Universidad de Jaén (578)

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. Benchmarking Anomaly Detection Methods: Insights From the UCR Time Series Anomaly Archive

    Expert Systems

  3. Combining traditional and spiking neural networks for energy-efficient detection of Eimeria parasites

    Applied Soft Computing, Vol. 160

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

    CEUR Workshop Proceedings

  5. Emerging Perspectives on the Application of Recommender Systems in Smart Cities

    Electronics (Switzerland), Vol. 13, Núm. 7

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

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

  7. MODERATES: MODERAtion of ConTEnts in Social networks using Language Technologies

    CEUR Workshop Proceedings

  8. Natural noise management in collaborative recommender systems over time-related information

    Journal of Supercomputing, Vol. 80, Núm. 16, pp. 23628-23666

  9. SINAI at CheckThat! 2024: Stealthy Character-Level Adversarial Attacks Using Homoglyphs and Iterative Search

    CEUR Workshop Proceedings

  10. SINAI at eRisk@ CLEF 2024: Approaching the Search for Symptoms of Depression and Early Detection of Anorexia Signs using Natural Language Processing

    CEUR Workshop Proceedings

  11. Semi-supervised clustering with two types of background knowledge: Fusing pairwise constraints and monotonicity constraints

    Information Fusion, Vol. 102

  12. Smart Lexical Search for Label Flipping Adversial Attack

    PrivateNLP 2024 - 5th Workshop on Privacy in Natural Language Processing, Proceedings of the Workshop

  13. Time series features and fuzzy memberships combination for time series classification

    Neurocomputing, Vol. 606

2023

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

    Expert Systems with Applications, Vol. 231

  2. SINAI at MentalRisk: Using Emotions for Detecting Depression

    CEUR Workshop Proceedings

  3. Thematic and Conceptual Analysis of the Journal of World Economy (Revista de Economía Mundial) Using SciMAT

    Revista de economía mundial, Núm. 65, pp. 141-167

  4. Who Is to Blame? Responsibility Attribution in AI Systems vs Human Agents in the Field of Air Crashes

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

2022

  1. Monotonic Constrained Clustering: A First Approach

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

  2. 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

  3. Soft computing for recommender systems and sentiment analysis

    Applied Soft Computing