Yamisleydi Salgueiro

38 papers Journal 35Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Enhancing quasi-nonlinear long-term cognitive networks with temporal attention for pattern classification.
Neurocomputing
Gonzalo Nápoles, Yamisleydi Salgueiro
2026 J jnl
Sparseness-Optimized Feature Importance for Time Series Classification.
IEEE Access
Isel Grau, Gonzalo Nápoles, Agnieszka Jastrzebska, Yamisleydi Salgueiro
2026 J jnl
Sparseness-optimized feature importance with prior knowledge and reinforcement learning-powered optimization.
Neurocomputing
Gonzalo Nápoles, Isel Grau, Yamisleydi Salgueiro
2025 J jnl
A Review on Fuzzy Cognitive Mapping: Recent Advances and Algorithms.
Big Data Cogn. Comput.
Gonzalo Nápoles, Agnieszka Jastrzebska, Isel Grau, Yamisleydi Salgueiro, Maikel León
2025 J jnl
Classic Fuzzy Cognitive Maps Are Not Universal Approximators.
IEEE Trans. Fuzzy Syst.
Leonardo Concepción, Gonzalo Nápoles, Yamisleydi Salgueiro, Koen Vanhoof
2025 J jnl
Deep Learning for Time-Series Forecasting With Exogenous Variables in Energy Consumption: A Performance and Interpretability Analysis.
IEEE Access
Ava Mohammadi, Gonzalo Nápoles, Yamisleydi Salgueiro
2025 J jnl
Estimating the limit state space of quasi-nonlinear Fuzzy Cognitive Maps.
Appl. Soft Comput.
Leonardo Concepción, Gonzalo Nápoles, Agnieszka Jastrzebska, Isel Grau, Yamisleydi Salgueiro
2025 J jnl
Inverse simulation learning of Quasi-Nonlinear Fuzzy Cognitive Maps.
Neurocomputing
Gonzalo Nápoles, Jose L. Salmeron, Yamisleydi Salgueiro
2025 J jnl
Learning of Fuzzy Cognitive Map models without training data.
Neurocomputing
Gonzalo Nápoles, Isel Grau, Leonardo Concepción, Yamisleydi Salgueiro, Koen Vanhoof
2025 J jnl
Learning of Quasi-nonlinear Long-term Cognitive Networks using iterative numerical methods.
Knowl. Based Syst.
Gonzalo Nápoles, Yamisleydi Salgueiro
2025 J jnl
Learning-based aggregation of Quasi-Nonlinear Fuzzy Cognitive Maps.
Neurocomputing
Gonzalo Nápoles, Isel Grau, Agnieszka Jastrzebska, Yamisleydi Salgueiro
2025 J jnl
Mitigating implicit and explicit bias in structured data without sacrificing accuracy in pattern classification.
AI Soc.
Fabian Hoitsma, Gonzalo Nápoles, Çiçek Güven, Yamisleydi Salgueiro
2024 J jnl
A revised cognitive mapping methodology for modeling and simulation.
Knowl. Based Syst.
Gonzalo Nápoles, Isel Grau, Yamisleydi Salgueiro
2024 J jnl
Backpropagation through time learning for recurrence-aware long-term cognitive networks.
Knowl. Based Syst.
Gonzalo Nápoles, Agnieszka Jastrzebska, Isel Grau, Yamisleydi Salgueiro
2024 J jnl
Forward Composition Propagation for Explainable Neural Reasoning.
IEEE Comput. Intell. Mag.
Isel Grau, Gonzalo Nápoles, Marilyn Bello, Yamisleydi Salgueiro, Agnieszka Jastrzebska
2023 J jnl
Moving Microgrid Hierarchical Control to an SDN-Based Kubernetes Cluster: A Framework for Reliable and Flexible Energy Distribution.
Sensors
Ricardo Pérez, Marco Rivera, Yamisleydi Salgueiro, Carlos R. Baier, Patrick Wheeler
2023 J jnl
On the interpretability of Fuzzy Cognitive Maps.
Knowl. Based Syst.
Gonzalo Nápoles, Nevena Rankovic, Yamisleydi Salgueiro
2023 J jnl
Presumably correct decision sets.
Pattern Recognit.
Gonzalo Nápoles, Isel Grau, Agnieszka Jastrzebska, Yamisleydi Salgueiro
2023 J jnl
Recurrence-Aware Long-Term Cognitive Network for Explainable Pattern Classification.
IEEE Trans. Cybern.
Gonzalo Nápoles, Yamisleydi Salgueiro, Isel Grau, Maikel León Espinosa
2022 J jnl
Evaluating time series similarity using concept-based models.
Knowl. Based Syst.
Agnieszka Jastrzebska, Gonzalo Nápoles, Yamisleydi Salgueiro, Koen Vanhoof
2022 J jnl
Long short-term cognitive networks.
Neural Comput. Appl.
Gonzalo Nápoles, Isel Grau, Agnieszka Jastrzebska, Yamisleydi Salgueiro
2022 J jnl
Normalization method for quantitative and qualitative attributes in multiple attribute decision-making problems.
Expert Syst. Appl.
Julio Pena, Gonzalo Nápoles, Yamisleydi Salgueiro
2022 J jnl
Online learning of windmill time series using Long Short-term Cognitive Networks.
Expert Syst. Appl.
Alejandro Morales Hernández, Gonzalo Nápoles, Agnieszka Jastrzebska, Yamisleydi Salgueiro, Koen Vanhoof
2022 J jnl
Which is the best model for my data?
CoRR
Gonzalo Nápoles, Isel Grau, Çiçek Güven, Orçun Özdemir, Yamisleydi Salgueiro
2021 J jnl
Forward Composition Propagation for Explainable Neural Reasoning.
CoRR
Isel Grau, Gonzalo Nápoles, Marilyn Bello, Yamisleydi Salgueiro
2021 J jnl
Implicit and hybrid methods for attribute weighting in multi-attribute decision-making: a review study.
Artif. Intell. Rev.
Julio Pena, Gonzalo Nápoles, Yamisleydi Salgueiro
2021 J jnl
Long Short-term Cognitive Networks.
CoRR
Gonzalo Nápoles, Isel Grau, Agnieszka Jastrzebska, Yamisleydi Salgueiro
2021 J jnl
Long-term Cognitive Network-based architecture for multi-label classification.
Neural Networks
Gonzalo Nápoles, Marilyn Bello, Yamisleydi Salgueiro
2021 J jnl
Measuring Wind Turbine Health Using Drifting Concepts.
CoRR
Agnieszka Jastrzebska, Alejandro Morales Hernández, Gonzalo Nápoles, Yamisleydi Salgueiro, Koen Vanhoof
2021 J jnl
Online learning of windmill time series using Long Short-term Cognitive Networks.
CoRR
Alejandro Morales Hernández, Gonzalo Nápoles, Agnieszka Jastrzebska, Yamisleydi Salgueiro, Koen Vanhoof
2021 J jnl
Pattern classification with Evolving Long-term Cognitive Networks.
Inf. Sci.
Gonzalo Nápoles, Agnieszka Jastrzebska, Yamisleydi Salgueiro
2021 J jnl
Recurrence-Aware Long-Term Cognitive Network for Explainable Pattern Classification.
CoRR
Gonzalo Nápoles, Yamisleydi Salgueiro, Isel Grau, Maikel León Espinosa
2020 — conf
Control Strategy and Communication Architecture for Power Sharing in Microgrids.
ICIT
Ricardo Enrique Pérez-Guzmán, Yamisleydi Salgueiro, Marco Rivera, Patrick W. Wheeler
2020 J jnl
Explicit methods for attribute weighting in multi-attribute decision-making: a review study.
Artif. Intell. Rev.
Julio Pena, Gonzalo Nápoles, Yamisleydi Salgueiro
2020 J jnl
Recommender system using Long-term Cognitive Networks.
Knowl. Based Syst.
Gonzalo Nápoles, Isel Grau, Yamisleydi Salgueiro
2019 — conf
Multi-agent-Based Decision Support Systems in Smart Microgrids.
KES-IDT (1)
Yamisleydi Salgueiro, Marco Rivera, Gonzalo Nápoles
2019 — conf
Selective Harmonic Elimination In Cascaded H-Bridge Multilevel Inverter Using Genetic Algorithm Approach.
ICIT
Mohammad Ali Hosseinzadeh, Maryam Sarbanzadeh, Yamisleydi Salgueiro, Marco Rivera, Patrick W. Wheeler
2017 J jnl
Multiobjective variable mesh optimization.
Ann. Oper. Res.
Yamisleydi Salgueiro, Jorge L. Toro, Rafael Bello, Rafael Falcon