Research output per year
Research output per year
Personal profile
Research Interests
Her research interests include software engineering for the responsible development and deployment of intelligent systems. Currently, she is focused on the characterization of multi-stage network attacks using different techniques of machine and deep learning.
Key Words
Software Quality, Software Engineering, Intelligent Systems, Clinical Decision Support Systems, Cybersecurity, Gamification, CTF Characterization.
Profession
Civil Computer Engineer, Universidad Técnica Federico Santa María 2003
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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Collaborations and top research areas from the last five years
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Predicting Cardiovascular Rehabilitation of Patients with Coronary Artery Disease Using Transfer Feature Learning
Torres, R., Zurita, C., Mellado, D., Nicolis, O., Saavedra, C., Tuesta, M., Salinas, M., Bertini, A., Pedemonte, O., Querales, M. & Salas, R., Feb 2023, In: Diagnostics. 13, 3, 508.Research output: Contribution to journal › Article › peer-review
Open Access -
Volatility forecasting using deep recurrent neural networks as GARCH models
Di-Giorgi, G., Salas, R., Avaria, R., Ubal, C., Rosas, H. & Torres, R., 2023, (Accepted/In press) In: Computational Statistics.Research output: Contribution to journal › Article › peer-review
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An Efficient Multi-Level Convolutional Neural Network Approach for White Blood Cells Classification
Cheuque, C., Querales, M., León, R., Salas, R. & Torres, R., Feb 2022, In: Diagnostics. 12, 2, 248.Research output: Contribution to journal › Article › peer-review
Open Access29 Scopus citations -
Femicide and Attempted Femicide before and during the COVID-19 Pandemic in Chile
Cantor, E., Salas, R. & Torres, R., 1 Jul 2022, In: International Journal of Environmental Research and Public Health. 19, 13, 8012.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations -
Impact of Remote Monitoring Technologies for Assisting Patients With Gestational Diabetes Mellitus: A Systematic Review
Bertini, A., Gárate, B., Pardo, F., Pelicand, J., Sobrevia, L., Torres, R., Chabert, S. & Salas, R., 3 Mar 2022, In: Frontiers in Bioengineering and Biotechnology. 10, 819697.Research output: Contribution to journal › Review article › peer-review
Open Access8 Scopus citations