MÁSTER UNIVERSITARIO EN INGENIERÍA INFORMÁTICA, , ESPAÑA, 2021
MAGISTER EN SISTEMAS DE INFORMACION MENCIÓN INTELIGENCIA DE NEGOCIOS, , ECUADOR, 2022
INGENIERO DE SISTEMAS Y TELEMATICA, UNIVERSIDAD DEL AZUAY , ECUADOR, 2017
Best Paper Honorable Mention (2024)
Concesión De Becas Del Programa De Becas OEA-UOC (2019)
Primer lugar: Primer concurso de programación de la Facultad de Administración (2014)
Conceptualizing the Active Ageing Index (AAI): A Systematic Literature Review of Data Collection and Data Treatment (2026) Conceptualizing the Active Ageing Index (AAI): A Systematic Literature Review of Data Collection and Data Treatment. Information and Communication Technologies for Ageing Well and e-Health, pág: 74-85 (2026) Link: https://doi.org/10.1007/978-3-032-10685-8_5
Compilación de Investigaciones en Ciencias Sociales “Estudios Contemporáneos en gestión empresarial, sociedad y medio ambiente” (2026) Compilación de Investigaciones en Ciencias Sociales “Estudios Contemporáneos en gestión empresarial, sociedad y medio ambiente” (2026)
Evaluating the Impact of Membership Functions and Defuzzification Methods in a Fuzzy System: Case of Air Quality Levels (2025) Evaluating the Impact of Membership Functions and Defuzzification Methods in a Fuzzy System: Case of Air Quality Levels. Applied Sciences, pág: 1-16 (2025) Link: https://doi.org/10.3390/app15041934
Incident Alert Priority Levels Classification in Command and Control Centre Using Word Embedding Techniques (2025) Incident Alert Priority Levels Classification in Command and Control Centre Using Word Embedding Techniques. Information and Communication Technologies, pág: 238–252 (2025) Link: https://doi.org/10.1007/978-3-031-75431-9_16
Machine learning and knowledge engineering for cognitive memory assessment of age groups by anomalies in a serious game (2024) Machine learning and knowledge engineering for cognitive memory assessment of age groups by anomalies in a serious game. Intelligent Systems with Applications, pág: 1-14 (2024) Link: https://www.sciencedirect.com/science/article/pii/S2667305323001266
Conceptualizing the Active Ageing Index (AAI): A Systematic Literature Review of Frameworks and Supporting Digital Tools. (2024) Conceptualizing the Active Ageing Index (AAI): A Systematic Literature Review of Frameworks and Supporting Digital Tools.. Proceedings of the 10th International Conference on Information and Communication Technologies for Ageing Well and e-Health (ICT4AWE 2024), pág: 8 (2024) Link: https://www.scitepress.org/Papers/2024/127220/127220.pdf
Vigilancia Inteligente del Comercio Exterior: Detección de Anomalías en las Importaciones del Ecuador con Minería de Datos (2024) Vigilancia Inteligente del Comercio Exterior: Detección de Anomalías en las Importaciones del Ecuador con Minería de Datos. RTE Revista Tecnológica ESPOL , pág: 1-13 (2024) Link: https://doi.org/10.37815/rte.v36nE1.1208
Application of Data Mining Clustering for Patterns Analysis of Cyberbullying Surveys (2023) Application of Data Mining Clustering for Patterns Analysis of Cyberbullying Surveys. International Congress on Information and Communication Technology, pág: 10 (2023) Link: https://doi.org/10.1007/978-981-99-3236-8_26
Modelo de Visualización de Datos de Juegos Serios de Atención y Memoria Cognitiva (2023) Modelo de Visualización de Datos de Juegos Serios de Atención y Memoria Cognitiva. RTE Revista Tecnológica ESPOL , pág: 1-21 (2023) Link: https://doi.org/10.37815/rte.v35n2.1056
Análisis de Clusterización en Datos de Encuestas sobre Ciberacoso (2023) Análisis de Clusterización en Datos de Encuestas sobre Ciberacoso. RTE Revista Tecnológica ESPOL , pág: 1-13 (2023) Link: https://doi.org/10.37815/rte.v35n2.1055
Applied Metaheuristics in International Trading: A Systematic Review (2023) Applied Metaheuristics in International Trading: A Systematic Review. Information and Communication Technologies , pág: 95–112 (2023) Link: https://doi.org/10.1007/978-3-031-45438-7_7
Rescuing Relevant Features from Active Aging Surveys: A Data Mining Perspective (2023) Rescuing Relevant Features from Active Aging Surveys: A Data Mining Perspective. Information and Communication Technologies for Ageing Well and e-Health, pág: 138-156 (2023) Link: https://doi.org/10.1007/978-3-031-37496-8_8
Extracción de conocimiento mediante ventanas de tiempo en variables atmosféricas (2022) Extracción de conocimiento mediante ventanas de tiempo en variables atmosféricas. Revista Tecnolo´gica Espol - RTE, pág: 1-12 (2022) Link: https://doi.org/10.37815/rte.v34n3.952
Data Mining Applied to a Serious Game of Memory and Attention Training (2022) Data Mining Applied to a Serious Game of Memory and Attention Training. Communications in Computer and Information Science, pág: 58-68 (2022) Link: https://doi.org/10.1007/978-3-030-99170-8_5
Finding Insights between Active Aging Variables: Towards a Data Mining Approach (2022) Finding Insights between Active Aging Variables: Towards a Data Mining Approach. Proceedings of the 8th International Conference on Information and Communication Technologies for Ageing Well and e-Health - ICT4AWE, pág: 268-275 (2022) DOI: http://doi.org/10.5220/0011068100003188
Towards the Recommendation of Time for Physical Activities Based on Air Pollution and Meteorological Variables (2022) Towards the Recommendation of Time for Physical Activities Based on Air Pollution and Meteorological Variables. Communications in Computer and Information Science, pág: 318–331 (2022) Link: https://doi.org/10.1007/978-3-030-99170-8_23
A Methodology to Develop an Outdoor Activities Recommender Based on Air Pollution Variables (2022) A Methodology to Develop an Outdoor Activities Recommender Based on Air Pollution Variables. Communications in Computer and Information Science, pág: 171-185 (2022) Link: https://doi.org/10.1007/978-3-031-18272-3_12
Improving with Metaheuristics the Item Selection in Parallel Coordinates Plot (2022) Improving with Metaheuristics the Item Selection in Parallel Coordinates Plot. Communications in Computer and Information Science, pág: 186-200 (2022) Link: https://doi.org/10.1007/978-3-031-18272-3_13
Application of the LSA Technique to Determine the Priority of Alerts from a Command and Control Center (2021) Application of the LSA Technique to Determine the Priority of Alerts from a Command and Control Center. International Conference on eDemocracy & eGovernment (ICEDEG), pág: 210-214 (2021) Link: https://doi.org/10.1109/ICEDEG52154.2021.9530965
Discovering Patterns of Time Association Among Air Pollution and Meteorological Variables (2021) Discovering Patterns of Time Association Among Air Pollution and Meteorological Variables. Advances in Intelligent Systems and Computing, pág: 205-215 (2021) Link: https://doi.org/10.1007/978-3-030-73103-8_13
A Novel Approach to Detect Missing Values Patterns in Time Series Data (2020) A Novel Approach to Detect Missing Values Patterns in Time Series Data. Advances in Intelligent Systems and Computing, pág: 153-166 (2020) Link: https://doi.org/10.1007/978-3-030-35740-5_11
Documentation and Scientific Archiving: Digital Repository (2020) Documentation and Scientific Archiving: Digital Repository (2020)
Data mining techniques applied in the neuropsychology domain: A systematic review (2020) Data mining techniques applied in the neuropsychology domain: A systematic review. Digital Transformation and Innovation Technology, pág: 86-96 (2020) Link: https://doi.org/10.1109/Incodtrin51881.2020.00029
Documentation and Scientific Archiving: Digital Repository (2020) Documentation and Scientific Archiving: Digital Repository. Advances in Intelligent Systems and Computing, pág: 396-302 (2020) Link: https://doi.org/10.1007/978-3-030-51626-0_38
An evaluation methodology of named entities recognition in Spanish language: ECU 911 case study (2020) An evaluation methodology of named entities recognition in Spanish language: ECU 911 case study. International Journal on Advanced Science, Engineering and Information Technology, pág: 1-7 (2020) DOI: http://doi.org/10.18517/ijaseit.10.3.10939
Discovering behavioral patterns among air pollutants: A data mining approach (2018) Discovering behavioral patterns among air pollutants: A data mining approach. Revista Enfoque UTE, pág: 168-179 (2018) Link: https://doi.org/10.29019/enfoqueute.v9n4.411
Interpretación del lenguaje humano: para consulta de datos (SQL Voice) (2015) Interpretación del lenguaje humano: para consulta de datos (SQL Voice) (2015)