Gonzalo Nápoles

Tilburg University

Netherlands

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Articles (20)

Inverse simulation learning of Quasi-Nonlinear Fuzzy Cognitive Maps

Year:

2025

Prediction of cart abandonment using imbalanced clickstream data in online shopping

Year:

2025

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

Year:

2025

Learning-based aggregation of Quasi-Nonlinear Fuzzy Cognitive Maps

Year:

2025

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

Year:

2025

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

Year:

2025

Learning of Fuzzy Cognitive Map models without training data

Year:

2025

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

Year:

2025

Data Augmentation Techniques for fMRI Data: A Technical Survey

Year:

2025

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

Year:

2025

Recurrence-Aware Long-Term Cognitive Network for Explainable Pattern Classification

Year:

2023

School dropout prediction and feature importance exploration in Malawi using household panel data: machine learning approach

Year:

2023

Online learning of windmill time series using Long Short-term Cognitive Networks

Year:

2022

Forward Composition Propagation for Explainable Neural Reasoning

Year:

2022

Long short-term cognitive networks

Year:

2022

FCMpy: A python module for constructing and analyzing fuzzy cognitive maps

Year:

2022

Multi-objective hyperparameter optimization with performance uncertainty

Year:

2022

Normalization method for quantitative and qualitative attributes in multiple attribute decision-making problems

Year:

2022

Fuzzy-Rough Cognitive Networks: Theoretical Analysis and Simpler Models

Year:

2022

Measuring wind turbine health using fuzzy-concept-based drifting models

Year:

2022

Collaborators (3)

Koen Vanhoof

Universiteit Hasselt

BELGIUM

Isel Grau

Eindhoven University of Technology

NETHERLANDS

Cicek Guven

Tilburg University

NETHERLANDS

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