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 -
SDG 7 Affordable and Clean Energy -
SDG 16 Peace, Justice and Strong Institutions
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Collaborations and top research areas from the last five years
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MassSeg-Framework: A Breast Mass Detection and Segmentation Framework Based on Deep Learning and an Active Contour Model
Zambrano, C., Pérez-Pérez, N., Coimbra, M., Baldeon-Calisto, M., Flores-Moyano, R., Mora, J. R., Camacho, O. & Benítez, D., Apr 2026, In: Life. 16, 4, 653.Research output: Contribution to journal › Article › peer-review
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A Machine Learning Approach for Intervention Recommendation and Production Forecasting in Mature Ecuadorian Oil Fields
Batallas-Riofrio, E., Flores-Moyano, R., Baldeon-Calisto, M. & Grijalva, F., 2025, 2025 6th International Conference on Computers and Artificial Intelligence Technology, CAIT 2025. Institute of Electrical and Electronics Engineers Inc., p. 63-68 6 p. (2025 6th International Conference on Computers and Artificial Intelligence Technology, CAIT 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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A Transformer Framework for Remaining Useful Life Prediction Using Sensor Attention and Operational Context Embeddings
Garzón, J., Flores-Moyano, R., Baldeon-Calisto, M. & Vega-Sánchez, J., 2025, ETCM 2025 - 9th Ecuador Technical Chapters Meeting. Institute of Electrical and Electronics Engineers Inc., (ETCM 2025 - 9th Ecuador Technical Chapters Meeting).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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A Transformer Model for Manifesto Classification Using Cross-Context Training: An Ecuadorian Case Study
Barzallo, F., Baldeon-Calisto, M., Pérez, M., Moscoso, M. E., Navarrete, D., Riofrío, D., Medina-Peréz, P., Lai-Yuen, S. K., Benítez, D., Peréz, N., Moyano, R. F. & Fierro, M., Jun 2025, In: Social Science Computer Review. 43, 3, p. 578-603 26 p.Research output: Contribution to journal › Article › peer-review
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Clustering and Anomaly Detection for Churn Prediction in POS Payment Systems
Asitimbay, J., Grijalva, F., Loza, M., Vega-Sánchez, J. & Flores-Moyano, R., 2025, ETCM 2025 - 9th Ecuador Technical Chapters Meeting. Institute of Electrical and Electronics Engineers Inc., (ETCM 2025 - 9th Ecuador Technical Chapters Meeting).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Press/Media
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Universidad San Francisco de Quito Researcher Updates Current Data on Social Science and Computers (A Transformer Model for Manifesto Classification Using Cross-Context Training: An Ecuadorian Case Study)
Riofrío, D., Benítez, D., Baldeón Calisto, M., Navarrete, D., Flores Moyano, R., Medina Pérez, P. & Pérez, N.
9/08/24
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