Projects per year
Personal profile
Research Interests
Machine Learning; Evolutionary Computation; Data Mining; Gene Regulatory Network Modeling; Complex Systems.
Key Words
Machine Learning; Evolutionary Computation; Complex Systems.
Profession
Civil Electrical Engineer, Universidad de Chile 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):
Education/Academic qualification
PhD, Cardiff University
Award Date: 29 Oct 2008
Master, Universidad de Chile
Award Date: 23 Sep 2003
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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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Uncertainty Quantification in Physics-Informed Neural Networks with applications
Ruz, G. (Sponsoring Researcher)
Agencia Nacional de Investigación y Desarrollo
15/04/23 → 15/04/25
Project: Research
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Resource cost-aware scheduling problems under uncertainty
Ruz, G. (Co-Investigator) & Aburto, L. (Co-Investigator)
Agencia Nacional de Investigación y Desarrollo
1/04/23 → 1/04/27
Project: Research
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Learning threshold networks for social and biological applications
Ruz, G. (Principal Investigator)
Agencia Nacional de Investigación y Desarrollo
1/04/23 → 1/04/27
Project: Research
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ACT210096: Machine Learning for Mental Health: New Developments and Applications using Multimodal Data
De la Cruz, R. (Director), Duran-Aniotz, C. (Alternate Director), Ruz, G. (Researcher), Ibáñez, A. (Researcher) & Bevilacqua, M. (Researcher)
Agencia Nacional de Investigación y Desarrollo
1/11/21 → 1/11/24
Project: Research
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ID19I10158: Gema: Mejorando la gestión de energía en microrredes con almacenamiento vía optimización estocástica y machine learning
Homem, T. (Alternate Director) & Ruz, G. (Researcher)
Comisión Nacional de Investigación Científica y Tecnológica
1/12/19 → 1/12/21
Project: Research
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A comparative study of CNN-capsule-net, CNN-transformer encoder, and Traditional machine learning algorithms to classify epileptic seizure
Holguin-Garcia, S. A., Guevara-Navarro, E., Daza-Chica, A. E., Patiño-Claro, M. A., Arteaga-Arteaga, H. B., Ruz, G. A., Tabares-Soto, R. & Bravo-Ortiz, M. A., Dec 2024, In: BMC Medical Informatics and Decision Making. 24, 1, 60.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Applying the ethics of AI: a systematic review of tools for developing and assessing AI-based systems
Ortega-Bolaños, R., Bernal-Salcedo, J., Germán Ortiz, M., Galeano Sarmiento, J., Ruz, G. A. & Tabares-Soto, R., May 2024, In: Artificial Intelligence Review. 57, 5, 110.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Author Correction: h-Analysis and data-parallel physics-informed neural networks (Scientific Reports, (2023), 13, 1, (17562), 10.1038/s41598-023-44541-5)
Escapil‑Inchauspé, P. & Ruz, G. A., Dec 2024, In: Scientific Reports. 14, 1, 12062.Research output: Contribution to journal › Comment/debate
Open Access -
SpectroCVT-Net: A convolutional vision transformer architecture and channel attention for classifying Alzheimer's disease using spectrograms
Bravo-Ortiz, M. A., Guevara-Navarro, E., Holguín-García, S. A., Rivera-Garcia, M., Cardona-Morales, O., Ruz, G. A. & Tabares-Soto, R., Oct 2024, In: Computers in Biology and Medicine. 181, 109022.Research output: Contribution to journal › Article › peer-review
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Biases associated with database structure for COVID-19 detection in X-ray images
Arias-Garzón, D., Tabares-Soto, R., Bernal-Salcedo, J. & Ruz, G. A., Dec 2023, In: Scientific Reports. 13, 1, 3477.Research output: Contribution to journal › Article › peer-review
Open Access7 Scopus citations