Publications (150) GONZALO OLIVARES RUIZ publications

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2025

  1. Estimating the limit state space of quasi-nonlinear Fuzzy Cognitive Maps

    Applied Soft Computing, Vol. 169

  2. Learning of Fuzzy Cognitive Map models without training data

    Neurocomputing, Vol. 623

  3. Learning-based aggregation of Quasi-Nonlinear Fuzzy Cognitive Maps

    Neurocomputing, Vol. 626

  4. Macroeconomic nowcasting (st)ability: Evidence from vintages of time-series data

    Expert Systems with Applications, Vol. 269

2024

  1. A revised cognitive mapping methodology for modeling and simulation

    Knowledge-Based Systems, Vol. 299

  2. Backpropagation through time learning for recurrence-aware long-term cognitive networks

    Knowledge-Based Systems, Vol. 295

  3. Feature Importance for Clustering

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

  4. Long Short-Term Cognitive Networks: An Empirical Performance Study

    IEEE Conference on Evolving and Adaptive Intelligent Systems

  5. Measuring Implicit Bias Using SHAP Feature Importance and Fuzzy Cognitive Maps

    Lecture Notes in Networks and Systems

  6. Mitigating implicit and explicit bias in structured data without sacrificing accuracy in pattern classification

    AI and Society

  7. Model Selection Using Graph Neural Networks

    Lecture Notes in Networks and Systems

  8. Presumably Correct Undersampling

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

  9. Sparseness-Optimized Feature Importance

    Communications in Computer and Information Science

  10. Weighted t-Distributed Stochastic Neighbor Embedding for Projection-Based Clustering

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

2023

  1. Data-Driven Multi-Objective Optimization: Analysis of Current Methods and Techniques

    Proceedings - IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, ChileCon

  2. Development of techniques for pre-processing and prediction of multi-label classification problems

    Anales de la Academia de Ciencias de Cuba, Vol. 13, Núm. 3

  3. Fuzzy Cognitive Map-Driven Comprehensive Time-Series Classification

    IEEE Transactions on Cybernetics, Vol. 53, Núm. 2, pp. 1348-1359

  4. On the interpretability of Fuzzy Cognitive Maps

    Knowledge-Based Systems, Vol. 281

  5. Presumably correct decision sets

    Pattern Recognition, Vol. 141

  6. Prolog-based agnostic explanation module for structured pattern classification

    Information Sciences, Vol. 622, pp. 1196-1227