Projects per year
Personal profile
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 3 Good Health and Well-being
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Collaborations and top research areas from the last five years
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¿Cómo cerrará mañana la Bolsa de Valores de Lima? Investigando una respuesta con técnicas contemporáneas de Inteligencia Artificial basadas en Redes Bayesianas
Miranda Castillo, O. E. (PI), Espezua Llerena, S. (CoI), Kieffer Begazo, E. N. (CoI) & Villanueva Talavera, E. R. (CoI)
Project: Research
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Investigando modelos competentes de Aprendizaje por Refuerzo para la optimización de portafolios de acciones en un mercado con baja liquidez y altos costos de transacción: caso Bolsa de Valores de Lima
Villanueva Talavera, E. R. (PI), Espezua Llerena, S. (CoI), Miranda Castillo, O. E. (CoI) & Villavicencio Vasquez, J. A. (CoI)
1/10/21 → 30/09/23
Project: Research
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Mobile App for Detecting Work-Related Stress Using Acoustic Biomarkers and Machine Learning
Gamero, C. L. R., Miranda, O. H., Díaz, E. & Ceh-Varela, E., 2026, Information Management and Big Data - 12th Annual International Conference, SIMBig 2025, Proceedings. Lossio-Ventura, J. A., Medina Rodriguez, R., Zilberman, J., Paz Espinoza, F. A. & Alatrista-Salas, H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 468-479 12 p. (Communications in Computer and Information Science; vol. 2895 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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The adaptive markets hypothesis through the lens of machine learning
Villavicencio, J., Miranda, O. & Villanueva, E., Jan 2026, In: Heliyon. 12, 1, e44280.Research output: Contribution to journal › Article › peer-review
Open Access -
Predicting Daily Trends in the Lima Stock Exchange General Index Using Economic Indicators and Financial News Sentiments
Ulloa, A., Espezua, S., Villavicencio, J., Miranda, O. & Villanueva, E., 2022, Information Management and Big Data - 8th Annual International Conference, SIMBig 2021, Proceedings. Lossio-Ventura, J. A., Valverde-Rebaza, J., Díaz, E., Muñante, D., Gavidia-Calderon, C., Valejo, A. D. & Alatrista-Salas, H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 34-49 16 p. (Communications in Computer and Information Science; vol. 1577 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
4 Scopus citations -
Modeling and Predicting the Lima Stock Exchange General Index with Bayesian Networks and Information from Foreign Markets
Chapi, D., Espezua, S., Villavicencio, J., Miranda, O. & Villanueva, E., 2021, Information Management and Big Data - 7th Annual International Conference, SIMBig 2020, Proceedings. Lossio-Ventura, J. A., Valverde-Rebaza, J. C., Díaz, E. & Alatrista-Salas, H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 154-168 15 p. (Communications in Computer and Information Science; vol. 1410 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations -
A dynamic model for valuing flexible mining exploration projects under uncertainty
Miranda, O., Brandão, L. E. & Lazo Lazo, J., 1 Jun 2017, In: Resources Policy. 52, p. 393-404 12 p.Research output: Contribution to journal › Article › peer-review
15 Scopus citations