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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


On the interpretability of Fuzzy Cognitive Maps Napoles, Gonzalo; Rankovic, Nevena; Salgueiro, Yamisleydi Article ISI KNOWLEDGE-BASED SYSTEMS (2023)
Presumably correct decision sets Napoles, Gonzalo; Grau, Isel; Jastrzebska, Agnieszka; Salgueiro, Yamisleydi Article ISI PATTERN RECOGNITION (2023)
Recurrence-Aware Long-Term Cognitive Network for Explainable Pattern Classification Napoles, Gonzalo; Salgueiro, Yamisleydi; Grau, Isel; Espinosa, Maikel Leon Article ISI IEEE TRANSACTIONS ON CYBERNETICS (2023)
Evaluating time series similarity using concept-based models Jastrzebska, Agnieszka; Napoles, Gonzalo; Salgueiro, Yamisleydi; Vanhoof, Koen Article ISI KNOWLEDGE-BASED SYSTEMS (2022)
Long short-term cognitive networks Napoles, Gonzalo; Grau, Isel; Jastrzebska, Agnieszka; Salgueiro, Yamisleydi Article ISI NEURAL COMPUTING & APPLICATIONS (2022)
Measuring wind turbine health using fuzzy-concept-based drifting models Jastrzebska, Agnieszka; Hernandez, Alejandro Morales; Napoles, Gonzalo; Salgueiro, Yamisleydi; Vanhoof, Koen Article ISI RENEWABLE ENERGY (2022)
Normalization method for quantitative and qualitative attributes in multiple attribute decision-making problems Pena, Julio C.; Napoles, Gonzalo; Salgueiro, Yamisleydi Article ISI EXPERT SYSTEMS WITH APPLICATIONS (2022)
Online learning of windmill time series using Long Short-term Cognitive Networks Morales-Hernandez, Alejandro; Napoles, Gonzalo; Jastrzebska, Agnieszka; Salgueiro, Yamisleydi; Vanhoof, Koen Article ISI EXPERT SYSTEMS WITH APPLICATIONS (2022)
Implicit and hybrid methods for attribute weighting in multi-attribute decision-making: a review study Pena, Julio; Napoles, Gonzalo; Salgueiro, Yamisleydi Article ISI ARTIFICIAL INTELLIGENCE REVIEW (2021)
Long-term Cognitive Network-based architecture for multi-label classification Nápoles, Gonzalo; Bello, Marilyn; Salgueiro, Yamisleydi Article Neural Networks (2021)
Pattern classification with Evolving Long-term Cognitive Networks Napoles, Gonzalo; Jastrzebska, Agnieszka; Salgueiro, Yamisleydi Article ISI INFORMATION SCIENCES (2021)
Predictive Control for Microgrid Applications: A Review Study Villalon, Ariel; Rivera, Marco; Salgueiro, Yamisleydi; Munoz, Javier; Dragicevic, Tomislav; Blaabjerg, Frede Article ISI ENERGIES (2020)
Quasi-static Flow Model for Predicting the Extreme Values of Air Pocket Pressure in Draining and Filling Operations in Single Water Installations Coronado-HernÃ¡ndez O.E.; Fuertes-Miquel V.S.; Mora-MeliÃ¡ D.; Salgueiro Y. Article ISI SCOPUS WATER (2020)
Recommender system using Long-term Cognitive Networks Napoles, Gonzalo; Grau, Isel; Salgueiro, Yamisleydi Article ISI KNOWLEDGE-BASED SYSTEMS (2020)
Data for resistance and inductance estimation within a voltage source inverter Aldana, Diego; Salgueiro, Yamisleydi; Bellinger, Colin; Rivera, Marco; Astudillo, César A. Article WOS-ESCI SCOPUS Data in Brief (2019)
Explicit methods for attribute weighting in multi-attribute decision-making: a review study Pena J.; NÃ¡poles G.; Salgueiro Y. Article ISI SCOPUS ARTIFICIAL INTELLIGENCE REVIEW (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.; Salgueiro Y.; Silva-Rubio S.A.; Alsina, M. A.; Mora-MeliÃ¡ D.; Fuertes-Miquel V.S. Article ISI SCOPUS WATER (2019)
Communications in smart grids PÃ©rez-GuzmÃ¡n R.E.; Salgueiro-Sicilia Y.; Rivera M. 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 Salgueiro-Sicilia Y.; Rivera M.; Astudillo C. 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 Salgueiro Y.; Rivera M.; NÃ¡poles G. BookWhole SCOPUS Smart Innovation, Systems and Technologies (2019)


Communication Improvements for Intelligent Systems in Microgrids - Part i Perez-Guzman R.; Salgueiro-Sicilia Y.; Rivera M.; Munoz J.; Rodas J. ConferencePaper SCOPUS 4th IEEE Colombian Conference on Automatic Control: Automatic Control as Key Support of Industrial Productivity, CCAC 2019 - Proceedings (2019)
Communication Improvements for Intelligent Systems in Microgrids - Part II Perez-Guzman R.; Salgueiro-Sicilia Y.; Rivera M.; Munoz J.; Rodas J. ConferencePaper SCOPUS 4th IEEE Colombian Conference on Automatic Control: Automatic Control as Key Support of Industrial Productivity, CCAC 2019 - Proceedings (2019)
Microgrid Power Sharing Controller based on OFDM with QPSK and 64 QAM Perez-Guzman R.E.; Salgueiro-Sicilia Y.; Rivera M.; Wheeler P.W. 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 Perez-Guzman R.E.; Salgueiro Y.; Rivera M.; Munoz J.; Toledo S. ConferencePaper SCOPUS 4th IEEE Colombian Conference on Automatic Control: Automatic Control as Key Support of Industrial Productivity, CCAC 2019 - Proceedings (2019)
Modelling communication network for intelligent applications in microgrids-Part II Perez-Guzman R.E.; Salgueiro Y.; Rivera M.; Munoz J.; Toledo S. ConferencePaper SCOPUS 4th IEEE Colombian Conference on Automatic Control: Automatic Control as Key Support of Industrial Productivity, CCAC 2019 - Proceedings (2019)
Multi-objective Evolutionary Algorithms Assessment for Pump Scheduling Problems Gutierrez-Bahamondes J.H.; Salgueiro Y.; Mora-Melia D.; Alsina, M. A.; Silva-Rubio S.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 Salgueiro Y.; Rivera M.; Napoles G. 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 Aldana D.; Salgueiro Y.; Bellinger C.; Rivera M.; Astudillo C. ConferencePaper SCOPUS 4th IEEE Colombian Conference on Automatic Control: Automatic Control as Key Support of Industrial Productivity, CCAC 2019 - Proceedings (2019)
Communication systems and security issues in smart microgrids PÃ©rez-GuzmÃ¡n R.E.; Salgueiro-Sicilia Y.; Rivera M. ConferencePaper SCOPUS Proceedings - 2017 IEEE Southern Power Electronics Conference, SPEC 2017 (2018)
Population-based metaheuristics in microgrids applications Salgueiro-Sicilia Y.; Rivera M. ConferencePaper SCOPUS Proceedings - 2017 IEEE Southern Power Electronics Conference, SPEC 2017 (2018)


Optimization of real-world water distribution systems and hydraulic elements using computational fluid dynamics (cfd) and evolutionary algorithms Daniel Mora-Melia; Salgueiro, Yamisleydi; Alsina, Marco Proyecto (2018)
FLEXIBLE ENERGY MANAGEMENT STRATEGIES FOR MICROGRID CLUSTERS AND GENERATION SYSTEMS BASED ON MULTIPORT MODULAR POWER CONVERTER STRUCTURES Rivera, Marco Esteban; Salgueiro, Yamisleydi Proyecto (2016)
Inteligencia Artificial aplicada a la optimización del proceso de elaboración del acero CITMA, Cuba (1700) Proyecto 2013-2016 Director(a)