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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Dive into the research topics where Gonzalo Ruz is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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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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NCN2024_047: Núcleo Milenio en Ciencia de Datos y Resiliencia Vegetal
Ruz, G. (Principal Investigator) & Goles, E. (Senior)
Agencia Nacional de Investigación y Desarrollo
1/09/24 → 1/09/27
Project: Research
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NCN2024_103: Núcleo Milenio para la Ciencia de Datos Sociales
Ruz, G. (Director), Goles, E. (Senior), De la Cruz, R. (Principal Investigator) & Montealegre, P. (Principal Investigator)
Agencia Nacional de Investigación y Desarrollo
1/09/24 → 1/09/27
Project: Research
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IT24I0031: Plasma : Plataforma de analítica em sistemas para mantenimiento
Ruz, G. (Researcher)
Agencia Nacional de Investigación y Desarrollo
16/08/24 → 16/08/26
Project: Research
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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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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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Building better forecasting pipelines: A generalizable guide to multi-output spatio-temporal forecasting
Arias-Garzón, D., Tabares-Soto, R. & Ruz, G. A., 1 Jan 2025, In: Expert Systems with Applications. 259, 125384.Research output: Contribution to journal › Article › peer-review
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Comparative Analysis of Spatial and Spectral Methods in GNN for Power Flow in Electrical Power Systems
Espinoza, P. A. & Ruz, G. A., 2025, Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 27th Iberoamerican Congress, CIARP 2024, Proceedings. Hernández-García, R., Barrientos, R. J. & Velastin, S. A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 16-29 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15369 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Gene Regulatory Network for the Tryptophanase Operon Under the Threshold Boolean Network Model
Encina-Chacana, F. & Ruz, G. A., 2025, Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 27th Iberoamerican Congress, CIARP 2024, Proceedings. Hernández-García, R., Barrientos, R. J. & Velastin, S. A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 161-174 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15369 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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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 Access4 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 Access5 Scopus citations