Projects per year
Personal profile
Research Interests
Conceptual modeling, data management, artificial intelligence, telecommunications and IT service management.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Ing. en Electrónica y Telecomunicaciones, Escuela Politećnica Nacional
M.Sc. en Gestión de Comunicaciones y Tecnologías de la Información, Escuela Politećnica Nacional
Ph.D. en Sistemas de Información, The University of Queensland
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Collaborations and top research areas from the last five years
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EVALUATION OF THE ADOPTION OF IT GOVERNANCE AND MANAGEMENT FRAMEWORKS IN ECUADORIAN COMPANIES
Arcos VillaGómez, S. F. (Di) & Roa, H. N. (PI)
15/06/24 → 15/01/26
Project: Development - innovation and entrepeneurship
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FACT CHECKING E INTELIGENCIA ARTIFICIAL
López-Paredes, M. (PI), Roa, H. N. (PI), LALA CHRIIRAG (External), ZAMBRANO COSTALES, C. H. (Student) & Cruz Silva, J. A. (Di)
1/08/23 → 31/12/25
Project: Research project
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FCIA: Fact Checking e inteligencia artificial
Cruz Silva, J. A. (PI), López-Paredes, M. (PI) & Roa, H. N. (PI)
27/06/23 → 31/12/25
Project: Research project
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MONITOREO Y ANÁLISIS DE EVENTOS DE INTERÉS CIUDADANO MEDIANTE EL USO DE TÉCNICAS DE INTELIGENCIA ARTIFICIAL. CASOS APLICADOS EN EL CONTEXTO DE LA SEGURIDAD PÚBLICA E INVESTIGACIÓN DEL ECUADOR
Roa, H. N. (Di), CHICAIZA ESPINOSA, J. (External), PULLA SÁNCHEZ, D. J. (External) & REATEGUI ROJAS, R. M. (External)
2/05/23 → 2/05/25
Project: Research project
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MODELO DISRUPTIVO DE VIGILANCIA COMUNITARIA CIUDADANA
Guaña Moya, E. J. (PI), Roa, H. N. (PI), MEZA HORMAZA, J. A. (External) & Salgado Reyes, N. E. (Di)
1/05/23 → 30/04/25
Project: Research project
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Deep Learning Models for Traffic Sign Recognition in Ecuador: Challenges and Solutions
Tene-Garcés, S., Ochoa-Moreno, G. & Roa, H. N., 2025, Advances in Information and Communication - Proceedings of the 2025 Future of Information and Communication Conference FICC. Arai, K. (ed.). Springer Science and Business Media Deutschland GmbH, p. 300-319 20 p. (Lecture Notes in Networks and Systems; vol. 1285 LNNS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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UPU- TextMiner-K
Roa Marín, H. N. (Photographer), 2025Research output: Artistic Production › Software
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Advancing Mortality Prediction in Ecuador Through Machine Learning Techniques
Jimenez-Torres, A. & Roa, H. N., 2024, Intelligent Systems and Applications - Proceedings of the 2024 Intelligent Systems Conference IntelliSys Volume 1. Arai, K. (ed.). Springer Science and Business Media Deutschland GmbH, p. 258-278 21 p. (Lecture Notes in Networks and Systems; vol. 1065 LNNS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Boosting Customer Retention in Pharmaceutical Retail: A Predictive Approach Based on Machine Learning Models
Espinoza-Vega, A. & Roa, H. N., 2024, Intelligent Computing - Proceedings of the 2024 Computing Conference. Arai, K. (ed.). Springer Science and Business Media Deutschland GmbH, p. 97-117 21 p. (Lecture Notes in Networks and Systems; vol. 1017 LNNS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Scopus citations