Projects per year
Personal profile
Research Interests
Conceptual modeling, data management, artificial intelligence, telecommunications and IT service management.
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
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):
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SDG 2 Zero Hunger -
SDG 4 Quality Education -
SDG 6 Clean Water and Sanitation -
SDG 7 Affordable and Clean Energy -
SDG 8 Decent Work and Economic Growth -
SDG 9 Industry, Innovation, and Infrastructure -
SDG 12 Responsible Consumption and Production -
SDG 15 Life on Land -
SDG 16 Peace, Justice and Strong Institutions -
SDG 17 Partnerships for the Goals
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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TRANSFERIBILIDAD DE INDICADORES OBJETIVOS DE RIESGO DE CORRUPCIÓN EN CONTRATACIÓN PÚBLICA
Roa, H. N. (Director)
10/08/26 → 10/08/27
Project: Research project
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EVALUATION OF THE ADOPTION OF IT GOVERNANCE AND MANAGEMENT FRAMEWORKS IN ECUADORIAN COMPANIES
Arcos VillaGómez, S. F. (Director) & Roa, H. N. (Principal Investigator)
15/06/24 → 2/10/26
Project: Development - innovation and entrepeneurship
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FCIA: Fact Checking e inteligencia artificial
López-Paredes, M. (Principal Investigator), Roa, H. N. (Principal Investigator), LALA CHRIIRAG (External Researcher), ZAMBRANO COSTALES, C. H. (Student) & Cruz Silva, J. A. (Director)
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
Pico Valencia, P. A. (Principal Investigator) & Roa, H. N. (Director)
2/05/23 → 31/12/25
Project: Research project
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MODELO DISRUPTIVO DE VIGILANCIA COMUNITARIA CIUDADANA
Guaña Moya, E. J. (Principal Investigator), Roa, H. N. (Principal Investigator), MEZA HORMAZA, J. A. (External Researcher) & Salgado Reyes, N. E. (Director)
1/05/23 → 30/04/25
Project: Research project
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From accessibility to inclusion: Enhancing Digital Access for Mobility-Restricted Users
Maldonado Garcés, V. G., Morales, D., Carrión-Toro, M., Santorum, M., Astudillo, B., Roa, H. N. & Araujo Bilmonte, E. R., 27 Feb 2026, In: TEM Journal. 15, 1, p. 434-442 9 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Deep Learning Models for Traffic Sign Recognition in Ecuador: Challenges and Solutions
Tene-Garcés, S., Ochoa-Moreno, G. & Roa, H. N., 1 Jan 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/Conference proceeding › Conference contribution › peer-review
1 Link opens in a new tab Scopus citations -
Enhancing Dairy Farm Efficiency: A Machine Learning Approach for Intelligent Cattle Discard Classification
Medina-Perugachi, A., Roa, H. N. & Loza-Aguirre, E., 15 Nov 2025, Intelligent Systems and Applications - Proceedings of the 2025 Intelligent Systems Conference IntelliSys. Arai, K. (ed.). Springer Science and Business Media Deutschland GmbH, p. 436-450 15 p. (Lecture Notes in Networks and Systems; vol. 1660 LNNS).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
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Ensemble Learning for Fake News Detection: Enhancing Classification Accuracy and Explainability with Structural and Statistical Metadata
González-Celi, S., Roa, H. N., Cruz-Silva, J., Loza-Aguirre, E., Salgado-Reyes, N. & Guaña-Moya, J., 2025, Lecture Notes in Networks and Systems. Arai, K. (ed.). Springer Science and Business Media Deutschland GmbH, p. 485-502 18 p. (Lecture Notes in Networks and Systems; vol. 1554 LNNS).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
1 Link opens in a new tab Scopus citations -
Global Implementation of IT Governance and Management Frameworks: Success Cases, Challenges, and Key Factors
Arcos VillaGómez, S. F., Roa, H. N. & Álvaro Pillalaza, S. J., Dec 2025, In: Proceedings of the XLIX Latin American Computing Conference (CLEI 2025).Research output: Contribution to journal › Conference article › peer-review
1 Link opens in a new tab Scopus citations
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Intelligent Systems Conference (IntelliSys) 2025
Roa, H. N. (Participant)
31 Aug 2025Activity: Attendance types › Participating in a conference, workshop, ...
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Future Technologies Conference (FTC) 2025
Roa, H. N. (Participant)
6 Nov 2025Activity: Attendance types › Participating in a conference, workshop, ...
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The 10th International Conference on ICT for Intelligent Systems
Roa, H. N. (Participant)
23 May 2025Activity: Attendance types › Participating in a conference, workshop, ...
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Intelligent Systems Conference (IntelliSys) 2025
Roa, H. N. (Participant)
28 Aug 2025Activity: Attendance types › Participating in a conference, workshop, ...
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The 8th International Conference on Information and Communication Technology for Intelligent Systems
Roa, H. N. (Participant)
23 May 2024Activity: Attendance types › Participating in a conference, workshop, ...