Research Interest: Profesional con amplia experiencia en bases de datos Oracle y dirección de departamentos de TI. Desarrollador de Sistemas de Información Transaccionales y de Inteligencia de Negocios. Docente y Coordinador de Escuela Ingeniería de Ciencias de la Computación de la Universidad del Azuay, responsable del Laboratorio de Investigación y Desarrollo en Informática (LIDI).
https://scholar.google.com.ec/citations?user=tc3-fvkAAAAJ&hl=es
https://orcid.org/0000-0002-3671-9362
MAGISTER EN DOCENCIA UNIVERSITARIA, UNIVERSIDAD DEL AZUAY, ECUADOR, 2016
ESPECIALISTA EN DOCENCIA UNIVERSITARIA, UNIVERSIDAD DEL AZUAY, ECUADOR, 2005
MAGISTER EN GESTIÓN DE SISTEMAS DE INFORMACIÓN E INTELIGENCIA DE NEGOCIOS, ESCUELA POLITECNICA DEL EJERCITO, ECUADOR, 2016
INGENIERO DE SISTEMAS, UNIVERSIDAD DEL AZUAY, ECUADOR, 2003
Reconocimiento al mejor artículo del Track Científico del Sexto Congreso Ecuatoriano de Tecnologías de la Información y Comunicación TIC.EC 2018. Riobamba, Ecuador (2018)
Reconocimiento de mejor artículo en el XV Congreso Internacional de Información, INFO 2018. La Habana, Cuba. (2018)
Application of Data Mining Clustering for Patterns Analysis of Cyberbullying Surveys: 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
Rescuing Relevant Features from Active Aging Surveys: A Data Mining Perspective: 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
Towards the Recommendation of Time for Physical Activities Based on Air Pollution and Meteorological Variables: 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
Finding Insights between Active Aging Variables: Towards a Data Mining Approach: 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
Improving with Metaheuristics the Item Selection in Parallel Coordinates Plot: 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
Extracción de conocimiento mediante ventanas de tiempo en variables atmosféricas: 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: 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
A Methodology to Develop an Outdoor Activities Recommender Based on Air Pollution Variables: 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
Discovering Patterns of Time Association Among Air Pollution and Meteorological Variables: 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
Application of the LSA Technique to Determine the Priority of Alerts from a Command and Control Center: 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
Improving Classification Models Using the Frequency of Terms and a Percentage Relation Approach Between Classes for Emergency Calls: Improving Classification Models Using the Frequency of Terms and a Percentage Relation Approach Between Classes for Emergency Calls. Information and Communication Technologies, pág: 11 (2021) Link: https://doi.org/10.1007/978-3-030-73103-8_14
Discovering Patterns of Time Association Among Air Pollution and Meteorological Variables: Discovering Patterns of Time Association Among Air Pollution and Meteorological Variables. Advances in Information and Communication, pág: 11 (2021) Link: https://doi.org/10.1007/978-3-030-73103-8_13
Behavior Analysis of Atmospheric Components and Meteorological Variables Applying Data Mining Association Techniques: Behavior Analysis of Atmospheric Components and Meteorological Variables Applying Data Mining Association Techniques. Information and Communication Technologies, pág: 11 (2021) Link: https://doi.org/10.1007/978-3-030-73103-8_12
A Comparative Evaluation of Preprocessing Techniques for Short Texts in Spanish: A Comparative Evaluation of Preprocessing Techniques for Short Texts in Spanish. Advances in Information and Communication, pág: 14 (2020) Link: https://doi.org/10.1007/978-3-030-39442-4_10
A Middleware for Managing the Heterogeneity of Data Provining from IoT Devices in Ambient Assisted Living Environments: A Middleware for Managing the Heterogeneity of Data Provining from IoT Devices in Ambient Assisted Living Environments. IEEE ANDESCON 2020, pág: 10 (2020) Link: 10.1109/ANDESCON50619.2020.9272163
A comparative evaluation of preprocessing techniques for short texts in Spanish: A comparative evaluation of preprocessing techniques for short texts in Spanish. Future of Information and Communication Conference , pág: 14 (2020)
NARX Neural Network for Imputation of Missing Data in Air Pollution Datasets: NARX Neural Network for Imputation of Missing Data in Air Pollution Datasets. Information and Communication Technologies, pág: 15 (2020) Link: https://doi.org/10.1007/978-3-030-62833-8_18
A Novel Approach to Detect Missing Values Patterns in Time Series Data: 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
An evaluation methodology of named entities recognition in Spanish language: Case study ECU 911: An evaluation methodology of named entities recognition in Spanish language: Case study ECU 911. International Journal on Advanced Science, Engineering and Information Technology, pág: 8 (2020)
A methodology to predict emergency call high-priority: Case study ECU-911: A methodology to predict emergency call high-priority: Case study ECU-911. Seventh International Conference on eDemocracy & eGovernment, pág: 5 (2020)
A Data Infrastructure for Managing Information Obtained from Ambient Assisted Living Environments : A Data Infrastructure for Managing Information Obtained from Ambient Assisted Living Environments . International Conference on Information Systems and Computer Science, pág: 6 (2020)
Data mining techniques applied in the neuropsychology domain: A systematic review: 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
An evaluation methodology of named entities recognition in Spanish language: ECU 911 case study: 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
A novel imputation method for missing values in air pollutant time series data: A novel imputation method for missing values in air pollutant time series data. IEEE LA-CCI 2019 Conference Proceedings, pág: 6 (2020)
Text Mining Techniques Implemented to Extract Data from Transit Events in Twitter: A Systematic Literature Review: Text Mining Techniques Implemented to Extract Data from Transit Events in Twitter: A Systematic Literature Review. Information and Communication Technologies, pág: 15 (2020) Link: https://doi.org/10.1007/978-3-030-62833-8_17
Outlier detection with data mining techniques and statistical methods: Outlier detection with data mining techniques and statistical methods. ENFOQUE UTE, pág: 11 (2020) Link: 10.29019
Design of Emergency Call Record Support System Applying Natural Language Processing Techniques: Design of Emergency Call Record Support System Applying Natural Language Processing Techniques. Conference on Information Technologies and Communication of Ecuador, pág: 13 (2019) Link: 10.1007/978-3-030-35740-5_4
A Novel Approach to Detect Missing Values Patterns in Time Series Data: A Novel Approach to Detect Missing Values Patterns in Time Series Data. Information and Communication Technologies of Ecuador (TIC.EC), pág: 13 (2019) Link: 10.1007/978-3-030-35740-5_11
A text mining approach to discover real-time transit events from Twitter: A text mining approach to discover real-time transit events from Twitter. Advances in Intelligent Systems and Computing, pág: 15 (2018) Link: 978-3-030-02828-2_12
A study on the impact of pre-processing techniques in Spanish and English text classification over short and long text documents: A study on the impact of pre-processing techniques in Spanish and English text classification over short and long text documents. IEEE COMPUTER SOCIETY DIGITAL LIBRARY, pág: 8 (2018) Link: 10.1109/INCISCOS.2018.00047
A Subject Syllabus Similarity Analysis to Address Students Mobility Issue: A Subject Syllabus Similarity Analysis to Address Students Mobility Issue. Society, Cybernetics and Informatics: IMSCI 2018, pág: 6 (2018)
Similarity Detection among Academic Contents through Semantic Technologies and Text Mining.: Similarity Detection among Academic Contents through Semantic Technologies and Text Mining.. International Workshop on Semantic Web, pág: 12 (2018)
An Open Source Synchronous and Asynchronous Approach for Database Replication: An Open Source Synchronous and Asynchronous Approach for Database Replication. Advances in Intelligent Systems and Computing, pág: 13 (2018) Link: 10.1007/978-3-030-02828-2_4
Discovering behavioral patterns among air pollutants: A data mining approach: 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
Undertaking an ERP - Evaluating the security of APEX 5 developed software: Undertaking an ERP - Evaluating the security of APEX 5 developed software. 2017 International Conference on Information Systems and Computer Science (INCISCOS), pág: 7 (2018) Link: https://doi.org/10.29019/enfoqueute.v9n1
A Text Mining Methodology to Discover Syllabi Similarities among Higher Education Institutions: A Text Mining Methodology to Discover Syllabi Similarities among Higher Education Institutions. IEEE COMPUTER SOCIETY DIGITAL LIBRARY, pág: 8 (2018) Link: 10.1109/INCISCOS.2018.00045
Discovering Behavioral Patterns Among Air Pollutants: A Data Mining Approach: Discovering Behavioral Patterns Among Air Pollutants: A Data Mining Approach. IEEE COMPUTER SOCIETY DIGITAL LIBRARY, pág: 6 (2018) Link: 10.29019/enfoqueute.v9n4.411