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Yamisleydi Salgueiro Sicilia

ACADÉMICA

UNIVERSIDAD DE TALCA

Curicó, Chile

DEEP LEARNING, MULTI-OBJECTIVE EVOLUTIONARY OPTIMIZATION, MACHINE LEARNING

CIENCIAS DE LA COMPUTACIÓN, UNIVERSIDAD CENTRAL MARTA ABREU DE LAS VILLAS. Cuba, 2017
INFORMÁTICA APLICADA, UNIVERSIDAD DE CAMAGUEY. Chile, 2011

JEFA DE CARRERA Full Time

UNIVERSIDAD DE LAS TUNAS

CIENCIAS TÉCNICAS

LAS TUNAS, Cuba

2006 - 2017
CONFERENCIANTE Full Time

UNIVERSIDAD DE TALCA

INGENIERÍA

CURICÓ, Chile

2018 - A la fecha
Profesora Asistente Full Time

UNIVERSIDAD DE TALCA

Facultad de Ingeniería

Chile

2022 - A la fecha


Deep Learning for Time-Series Forecasting With Exogenous Variables in Energy Consumption: A Performance and Interpretability Analysis Mohammadi A.; Napoles G.; Salgueiro Y. Article ISI IEEE ACCESS (2025)
Enhanced microgrid reliability through software-defined networking and extended horizon predictive control Pérez, Ricardo; Rivera, Marco; Araya, Baldomero; Gomez, Juan S.; Salgueiro, Yamisleydi; Restrepo, Carlos; Wheeler, Patrick; You, Minglei; Sumner, Mark Article ISI SCOPUS Sustainable Energy, Grids and Networks (2025)
Estimating the limit state space of quasi-nonlinear Fuzzy Cognitive Maps Concepcion, Leonardo; Napoles, Gonzalo; Jastrzebska, Agnieszka; Grau, Isel; Salgueiro, Yamisleydi Article ISI SCOPUS Applied Soft Computing (2025)
Inverse simulation learning of Quasi-Nonlinear Fuzzy Cognitive Maps Napoles G.; Salmeron J.L.; Salgueiro Y. Article ISI SCOPUS Neurocomputing (2025)
Learning of Fuzzy Cognitive Map models without training data Napoles, Gonzalo; Grau, Isel; Concepcion, Leonardo; Salgueiro, Yamisleydi; Vanhoof, Koen Article ISI SCOPUS Neurocomputing (2025)
Learning of Quasi-nonlinear Long-term Cognitive Networks using iterative numerical methods Napoles G.; Salgueiro Y. Article ISI SCOPUS Knowledge-Based Systems (2025)
Learning-based aggregation of Quasi-Nonlinear Fuzzy Cognitive Maps Napoles, Gonzalo; Grau, Isel; Jastrzebska, Agnieszka; Salgueiro, Yamisleydi Article ISI SCOPUS Neurocomputing (2025)
Mitigating implicit and explicit bias in structured data without sacrificing accuracy in pattern classification Hoitsma; F.; NÃ¡poles; G.; GÃ¼ven; A.; Salgueiro-Sicilia; Y. Article ISI SCOPUS AI and Society (2025)
Multiobjective Evolutionary Strategy for Improving Semiempirical Hamiltonians in the Study of Enzymatic Reactions at the QM/MM Level of Theory VelÃ¡zquez-Libera J.L.; Recabarren R.; Vöhringer-Martinez, E; Salgueiro Y.; Ruiz-Pernía, JJ; Caballero J.; Tunon, I Article ISI SCOPUS Journal of Chemical Theory and Computation (2025)
Prediction of cart abandonment using imbalanced clickstream data in online shopping Waldmann, F; Napoles G.; Salgueiro Y. Article ISI SCOPUS Electronic Commerce Research (2025)
A revised cognitive mapping methodology for modeling and simulation Article ISI Knowledge-Based Systems (2024)
Backpropagation through time learning for recurrence-aware long-term cognitive networks Article ISI Knowledge-Based Systems (2024)
Forward Composition Propagation for Explainable Neural Reasoning Article ISI IEEE Computational Intelligence Magazine (2024)
Improving Water and Energy Resource Management: A Comparative Study of Solution Representations for the Pump Scheduling Optimization Problem Silva-Rubio S.A.; Salgueiro Y.; Mora-Melia D.; Gutierrez-Bahamondes J.H. Article ISI Mathematics (2024)
On the interpretability of Fuzzy Cognitive Maps Rankovic, Nevena Article ISI Knowledge-Based Systems (2023)
Presumably correct decision sets Article ISI Pattern Recognition (2023)
Recurrence-Aware Long-Term Cognitive Network for Explainable Pattern Classification Espinosa, Maikel Leon Article ISI IEEE Transactions on Cybernetics (2023)
Evaluating time series similarity using concept-based models Article ISI SCOPUS Knowledge-Based Systems (2022)
Long short-term cognitive networks Article ISI SCOPUS Neural Computing and Applications (2022)
Measuring wind turbine health using fuzzy-concept-based drifting models Hernandez, Alejandro Morales Article ISI SCOPUS Renewable Energy (2022)
Normalization method for quantitative and qualitative attributes in multiple attribute decision-making problems Pena, Julio C. Article ISI SCOPUS Expert Systems with Applications (2022)
Online learning of windmill time series using Long Short-term Cognitive Networks Morales-Hernandez, Alejandro; Vanhoof, Koen Article ISI SCOPUS Expert Systems with Applications (2022)
Implicit and hybrid methods for attribute weighting in multi-attribute decision-making: a review study Pena, Julio Article ISI SCOPUS Artificial Intelligence Review (2021)
Long-term Cognitive Network-based architecture for multi-label classification Article ISI SCOPUS Neural Networks (2021)
Pattern classification with Evolving Long-term Cognitive Networks Jastrzebska, Agnieszka Article ISI SCOPUS Information Sciences (2021)
Control Strategy and Communication Architecture for Power Sharing in Microgrids Perez-Guzman, Ricardo E.; Salgueiro, Yamisleydi; Rivera, Marco; Wheeler, Patrick W.; IEEE Article ISI SCOPUS Proceedings of the IEEE International Conference on Industrial Technology (2020)
Explicit methods for attribute weighting in multi-attribute decision-making: a review study Pena J.; NÃƒÂ¡poles G.; Salgueiro Y. Article ISI SCOPUS Artificial Intelligence Review (2020)
Predictive Control for Microgrid Applications: A Review Study Rivera, Marco Article ISI SCOPUS Energies (2020)
Quasi-static Flow Model for Predicting the Extreme Values of Air Pocket Pressure in Draining and Filling Operations in Single Water Installations Article ISI Water (Switzerland) (2020)
Recommender system using Long-term Cognitive Networks Napoles, Gonzalo; Grau, Isel Article ISI SCOPUS Knowledge-Based Systems (2020)
Data for resistance and inductance estimation within a voltage source inverter Aldana, Diego; Bellinger, Colin; Rivera, Marco Article WOS-ESCI SCOPUS Data in Brief (2019)
jHawanet: An Open-Source Project for the Implementation and Assessment of Multi-Objective Evolutionary Algorithms on Water Distribution Networks GutiÃ©rrez-Bahamondes J.H.; Silva-Rubio S.A.; Alsina, M. A. Article ISI SCOPUS Water (2019)
Communications in smart grids Article SCOPUS 2017 CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2017 - Proceedings (2017)
Multiobjective variable mesh optimization Falcon, Rafael; Bello, Rafael; Salgueiro, Yamisleydi; Toro, Jorge L. Article ISI ANNALS OF OPERATIONS RESEARCH (2017)
Support vector machines for classification of electrical resistance values within a VSI Article SCOPUS 2017 CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2017 - Proceedings (2017)


Multi-agent-based decision support systems in smart microgrids BookWhole SCOPUS Smart Innovation, Systems and Technologies (2019)


Model Selection Using Graph Neural Networks Napoles G.; Grau I.; Güven, Ç; Salgueiro Y. ConferencePaper ISI Lecture Notes in Networks and Systems (2024)
Communication Improvements for Intelligent Systems in Microgrids - Part i ConferencePaper SCOPUS Proceedings of the 2018 IEEE Sciences and Humanities International Research Conference, SHIRCON 2018 (2019)
Communication Improvements for Intelligent Systems in Microgrids - Part II ConferencePaper SCOPUS Proceedings of the 2018 IEEE Sciences and Humanities International Research Conference, SHIRCON 2018 (2019)
Microgrid Power Sharing Controller based on OFDM with QPSK and 64 QAM ConferencePaper SCOPUS Proceedings of the 2020 IEEE/SICE International Symposium on System Integration, SII 2020 (2019)
Modelling communication network for intelligent applications in microgrids-Part i ConferencePaper SCOPUS Proceedings of the 2018 IEEE Sciences and Humanities International Research Conference, SHIRCON 2018 (2019)
Modelling communication network for intelligent applications in microgrids-Part II ConferencePaper SCOPUS Proceedings of the 2018 IEEE Sciences and Humanities International Research Conference, SHIRCON 2018 (2019)
Multi-objective Evolutionary Algorithms Assessment for Pump Scheduling Problems Alsina, M. A.; Iglesias-Rey, P. L. ConferencePaper SCOPUS Proceedings of the 2020 IEEE/SICE International Symposium on System Integration, SII 2020 (2019)
Multi-objective Metaheuristics' Challenges in the Optimization of Microgrids Planning and Management ConferencePaper SCOPUS Proceedings of the 2020 IEEE/SICE International Symposium on System Integration, SII 2020 (2019)
Performance assessment of classification methods for the inductance within a VSI ConferencePaper SCOPUS Proceedings of the 2018 IEEE Sciences and Humanities International Research Conference, SHIRCON 2018 (2019)
Communication systems and security issues in smart microgrids PÃ©rez-GuzmÃ¡n R.E.; Salgueiro-Sicilia Y. ConferencePaper SCOPUS Proceedings: IECON 2018 - 44th Annual Conference of the IEEE Industrial Electronics Society (2018)
Population-based metaheuristics in microgrids applications ConferencePaper SCOPUS Proceedings: IECON 2018 - 44th Annual Conference of the IEEE Industrial Electronics Society (2018)


Deep learning-driven multi-objective evolutionary optimization: models and algorithms for renewable energy systems Salgueiro Sicilia, Yamisleydi Proyecto (2024)
Data science for multi-objective optimization of the intelligent microgrids' optimal power flow Proyecto (2020)
Optimization of real-world water distribution systems and hydraulic elements using computational fluid dynamics (cfd) and evolutionary algorithms Daniel Mora-Melia; Alsina, Marco Proyecto (2018)
FLEXIBLE ENERGY MANAGEMENT STRATEGIES FOR MICROGRID CLUSTERS AND GENERATION SYSTEMS BASED ON MULTIPORT MODULAR POWER CONVERTER STRUCTURES Rivera, Marco Esteban Proyecto (2016)