Research Group on Data, Analysis, Representation, and Systems - Research groups :: UTEC

Research Group on Data, Analysis, Representation, and Systems

The Research Group in Data, Analysis, Representation, and Systems is dedicated to generating knowledge and developing data-driven solutions through the modeling of complex phenomena and the implementation of adaptive mechanisms in dynamic contexts. The group focuses on the study, design, and application of methodologies for the acquisition, processing, analysis, and representation of data from physical and digital environments, fostering the integration of data science, complex systems engineering, and computational intelligence.

Data Engineering and Analytics
Computational Modeling and Simulation
Design and Integration of Adaptive Systems

Platform for Computational Simulations and Artificial Intelligence.⁣
Participants: Udelar, PEDECIBA, UTE, ANTEL, UTEC⁣
Funding: National Agency for Research and Innovation (ANII)⁣

Design and Implementation of a Visible Light Communication System for Internet of Things Applications.⁣
Participants: UTEC⁣
Funding: UTEC⁣

Assistive Technologies, Data Science, and Artificial Intelligence Applied to Health.⁣
Participants: UTEC, Federal University of Health Sciences of Porto Alegre (UFCSPA)⁣
Funding: Brazilian Cooperation Agency, Ministry of Foreign Affairs, Brazil⁣

Robopampa: Expanding Teaching and Learning Supported by Human-Robot Interaction.⁣
Participants: UTEC⁣
Funding: UTEC⁣

Improving Municipal Revenue Management.⁣
Participants: UTEC⁣
Funding: Inter-American Development Bank (IDB)⁣

Study of the Effects of Crossflows on Radiation in Non-Premixed Turbulent Flames.⁣
Participants: UTEC⁣
Funding: Research Support Foundation of the State of Rio Grande do Sul (FAPERGS) and Research Support Foundation of the State of São Paulo (FAPESP), Brazil⁣

Monitoring Solid Waste in Uruguay’s Watercourses.⁣
Participants: UTEC⁣
Funding: United Nations Development Programme (UNDP), Partnership for Action on Green Economy (PAGE), and Office of Planning and Budget of the Republic (OPP)⁣

Internal Structure of OH Megamaser Emission Galaxies: The Origin of the Unified Model of Active Galactic Nuclei.⁣
Participants: FURG, UFSM, UFRGS, UTEC⁣
Funding: National Council for Scientific and Technological Development (CNPq), Brazil⁣

ASTROSUL: Stars and Galaxies as Drivers of the Evolution of the Universe.⁣
Participants: UTEC, Federal University of Rio Grande do Sul⁣
Funding: National Council for Scientific and Technological Development (CNPq), Brazil⁣

Rural Road Management.⁣
Participants: UTEC⁣
Funding: Inter-American Development Bank (IDB)⁣

Quispe, A. A., Riella, R. J., Iantorno, L. M., da Fonseca, P. H., Reguera, V. A., & Fernandez, E. M. G. (2025). Parallel Rendezvous Strategy for Node Association in Wi-SUN FAN Networks. Sensors, 25(19), 6213.

Ruíz-Guirola, D. E., Rodríguez-López, C. A., López, O. L., Montejo-Sánchez, S., Reguera, V. A., & Latva-aho, M. (2025). Discontinuous Reception With Adjustable Inactivity Timer for IIoT. IEEE Transactions on Industrial Informatics.

Cassanta, C. M., Riffel, R. A., Robinson, A., Kharb, P., Storchi-Bergmann, T., Gallimore, J., & O’Dea, C. (2025). A comprehensive multiwavelength study of the OH megamaser galaxy IRAS 09320+ 6134. Monthly Notices of the Royal Astronomical Society, 541(1), 266-280.

Hekatelyne, C., Storchi-Bergmann, T., Riffel, R. A., Kharb, P., Cassanta, C. M., Robinson, A., & Sales, D. A. (2024). AGN-driven outflows in the OH absorber galaxy IRAS 19154+ 2704. Monthly Notices of the Royal Astronomical Society, 527(4), 10844-10854.

Silva, D. A. da, Sales, D. A. de, Riffel, R. A., Cassanta, C. M., Carpes, H. P. et al. (2024). Estudo da classificação no óptico da Galáxia MegaMASER de OH IRAS 06487+2208. En 10a Conferência Sul em Modelagem Computacional (10o MCSul) e X Seminário e Workshop em Engenharia Oceânica (X SEMENGO).

Miranda, R. F., Barriquello, C. H., & Reguera, V. A. (2024, November). Visible Light Communication Channel Modeling Using Variational Autoencoders with Real-World Data. In 2024 IEEE URUCON (pp. 1-5).

Miranda, R. F., Barriquello, C. H., Reguera, V. A., Denardin, G. W., Thomas, D. H., Loose, F., & Amaral, L. S. (2023). A review of cognitive hybrid radio frequency/visible light communication systems for wireless sensor networks. Sensors, 23(18), 7815.

Silva, D. A., de Sales, D. A., Riffel, R., Carpes, H. P., Robinson, A., & Gallimore, J. F. (2023). Espectroscopia IFU da Galáxia MegaMASER de OH IRAS 06487+ 2208: Excitação e Cinemática do Gás. XI Encontro Regional de Matemática Aplicada e Computacional do Rio Grande do Sul (XI ERMAC-RS).

Donini, M. S., Schuster, J. H., & Schuster, C. J. (2023). Caracterización del Flujo y Análisis de Parámetros de Diseño Mediante la Dinámica de Fluidos Computacional para la Construcción de un Túnel de Viento Subsónico. Mecánica Computacional, 40(11), 471-480.

Jose, S., Saba, I., Aracelis, H. (2023). Climate Time Series Prediction by Convex Polygons and the Kalman Filter. Advanced Research in Technologies, Information, Innovation and Sustainability. ARTIIS 2023. Communications in Computer and Information Science, vol 1937.

Guerra, E. O., Reguera, V. A., Duran-Faundez, C., & Nguyen, T. M. T. (2022). Channel hopping for blind rendezvous in cognitive radio networks: A review. Computer Communications, 195, 82-98.

Severino, M. P., Donini, M. S., & Fachini, F. F. (2022). Mathematical modelling of diffusion flames with continuous geometric variation between counterflow and coflow regimes. Applied Mathematical Modelling, 106, 659-681.

Ramalho, J. V. A., Fernando, H. J., Brum, R. S., Domingues, A. M. B., Pastor, N. N., & Olivera, M. B. (2022). Accessing the thermal performance of Earth–air heat exchangers surrounded by galvanized structures. Sustainable Energy Technologies and Assessments, 54, 102838.

Rosa, P. H. M. D., Reguera, V. A., & Barriquello, C. H. (2022). Desenvolvimento de blocos de codificação Run-Length Limited usando plataforma de Software-Defined Radio para comunicação por luz visível segundo padrão IEEE 802.15. 7. SEPOC 2022.

Miranda, R. F., Barriquello, C. H., Reguera, V. A., Teixeira, L., Costa, M. A., & Thomas, D. H. (2022, October). Design of a visible light communication system using universal software radio peripheral. In Congresso Brasileiro de Automática-CBA (Vol. 3, No. 1).

Alves, L.M.; Barros, W.S.; Härter, F.P. Impacto da assimilação de dados de sondagem e radiâncias em evento de ciclogênese. Ciência e Natura, Santa Maria, v. 43, Ed. Esp. X ERMAC RS, e4, p. 1-11, 2021.

Cuña, P. D., & da Silva Guerra, R. (2021). Sistema de clasificación de células patológicas en citología cervical. Revista Latino-Americana de Inovação e Engenharia de Produção, 9(16), 183-193.

Members

Mariovane Donini, Sabino

Email: sabino.mariovane@utec.edu.uy

Full CV: Go to CVuy

Alfonso, Vitalio

Email: vitalio.alfonso@utec.edu.uy

Full CV: Go to CVuy

Prestes Carpes, Hekatelyne

Email: hekatelyne.prestes@utec.edu.uy

Soto Rodríguez, José

Email: jose.soto@utec.edu.uy

Full CV: Go to CVuy

Burlón Olivera, Marcos Rafael

Email: marcos.burlon@utec.edu.uy

Full CV: Go to CVuy

Miranda Fuchs, Rodrigo

Email: rodrigo.miranda@utec.edu.uy

Full CV: Go to CVuy

Alves de León, Leonardo Matías

Email: leonardo.alves@utec.edu.uy

Full CV: Go to CVuy

Danesi, Marcelo Maximiliano

Email: marcelo.danesi@utec.edu.uy

Parodi Perales, Maria Eugenia

Email: maria.parodi@utec.edu.uy

Cuña Cabrera, Pablo Daniel

Email: pablo.cuna@utec.edu.uy

Full CV: Go to CVuy

Barrichello, Carlos Henrique

Ortiz Guerra, Erik

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