Publikationen (172) Publikationen von GONZALO OLIVARES RUIZ

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2026

  1. A Review on Fuzzy Cognitive Mapping: Recent Advances and Algorithms

    Big Data and Cognitive Computing, Vol. 10, Núm. 1

  2. Backpropagation-Based Counterfactual Explanations for Quasi-Nonlinear Fuzzy Cognitive Maps

    IEEE Transactions on Systems, Man, and Cybernetics: Systems, Vol. 56, Núm. 3, pp. 1706-1720

  3. Enhancing quasi-nonlinear long-term cognitive networks with temporal attention for pattern classification

    Neurocomputing, Vol. 659

  4. Graph based transfer learning with orthogonal tunning for functionality size insights

    Automated Software Engineering, Vol. 33, Núm. 1

  5. Sparseness-Optimized Feature Importance for Time Series Classification

    IEEE Access, Vol. 14, pp. 29874-29893

  6. Sparseness-optimized feature importance with prior knowledge and reinforcement learning-powered optimization

    Neurocomputing, Vol. 674

2025

  1. Classic Fuzzy Cognitive Maps Are Not Universal Approximators

    IEEE Transactions on Fuzzy Systems, Vol. 33, Núm. 11, pp. 3959-3966

  2. Data Augmentation Techniques for fMRI Data: A Technical Survey

    IEEE Access

  3. Data Augmentation Techniques for fMRI Data: A Technical Survey

    IEEE Access, Vol. 13, pp. 66529-66556

  4. Deep Learning for Time-Series Forecasting With Exogenous Variables in Energy Consumption: A Performance and Interpretability Analysis

    IEEE Access, Vol. 13, pp. 86746-86767

  5. Detecting implicit bias using fuzzy cognitive maps

    Introduction to Intricate Artificial Psychology with Python (Elsevier), pp. 83-98

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

    Applied Soft Computing, Vol. 169

  7. Harnessing Firm Similarities with Graph Neural Networks for Superior Stock Predictions

    Studies in Computational Intelligence

  8. Inverse simulation learning of Quasi-Nonlinear Fuzzy Cognitive Maps

    Neurocomputing, Vol. 650

  9. Learning of Fuzzy Cognitive Map models without training data

    Neurocomputing, Vol. 623

  10. Learning of Quasi-nonlinear Long-term Cognitive Networks using iterative numerical methods

    Knowledge-Based Systems, Vol. 317

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

    Neurocomputing, Vol. 626

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

    Expert Systems with Applications, Vol. 269

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

    AI and Society, Vol. 40, Núm. 4, pp. 2551-2570

  14. Prediction of cart abandonment using imbalanced clickstream data in online shopping

    Electronic Commerce Research