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 8 Decent Work and Economic Growth -
SDG 12 Responsible Consumption and Production
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Collaborations and top research areas from the last five years
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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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Foundation Models for Medical Image Segmentation: A Literature Review
Berrezueta, S., Baldeon-Calisto, M., Navarrete, D., Perez-Perez, N., Flores-Moyano, R., Riofrio, D. & Benitez, D., 2025, ISDFS 2025 - 13th International Symposium on Digital Forensics and Security. Institute of Electrical and Electronics Engineers Inc., (ISDFS 2025 - 13th International Symposium on Digital Forensics and Security).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations -
Unlocking Student Success: Applying Machine Learning for Predicting Student Dropout in Higher Education
Perez, M., Navarrete, D., Baldeon-Calisto, M., Guerrero, Y. & Sarmiento, A., 2025, ISDFS 2025 - 13th International Symposium on Digital Forensics and Security. Institute of Electrical and Electronics Engineers Inc., (ISDFS 2025 - 13th International Symposium on Digital Forensics and Security).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
5 Scopus citations -
A Comparative Analysis of Vision Transformers and Convolutional Neural Networks in Cardiac Image Segmentation
Granizo, S., Baldeon-Calisto, M., Iniguez, M., Navarrete, D., Riofrio, D., Perez-Perez, N., Benitez, D. & Flores-Moyano, R., 2024, 12th International Symposium on Digital Forensics and Security, ISDFS 2024. Varol, A., Karabatak, M., Varol, C. & Tuba, E. (eds.). Institute of Electrical and Electronics Engineers Inc., (12th International Symposium on Digital Forensics and Security, ISDFS 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
4 Scopus citations -
A Comparison Between Transformers and Foundation Models in Sentiment Analysis of Student Evaluation of Teaching
Vega, I., Valencia, J., Arcos, A., Navarrete, D. & Baldeon-Calisto, M., 2024, 12th International Symposium on Digital Forensics and Security, ISDFS 2024. Varol, A., Karabatak, M., Varol, C. & Tuba, E. (eds.). Institute of Electrical and Electronics Engineers Inc., (12th International Symposium on Digital Forensics and Security, ISDFS 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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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
1 item of Media coverage
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