Research output per year
Research output per year
Personal profile
Research interests
Aurea Soriano Vargas is a Research Professor in Computer Science at the Universidad de Ingeniería y Tecnología (UTEC), Peru. She earned her Ph.D. (2018) and M.Sc. (2013) in Computer Science and Computational Mathematics from the University of São Paulo (USP), Brazil, and obtained her Bachelor's degree in Computer Engineering from Universidad Católica San Pablo, Arequipa, Peru, in 2009.
She has international experience, having worked as a Junior Researcher at the University of California, Davis, from October 2015 to September 2016. Later, she participated in two postdoctoral projects at the University of Campinas (Unicamp), Brazil, in collaboration with Shell between 2018 and 2021. She also served as a Senior Researcher in Artificial Intelligence and Research Coordinator of the Viva Bem Hub at Recod.ai, Institute of Computing at Unicamp, in collaboration with Samsung.
Education/Academic qualification
Bachelor, Computer Engineer, Universidad Católica San Pablo
Bachelor, Computer Engineering, Universidad Católica San Pablo
PhD, Ph.D. in Science in the Computer Science and Computational Mathematics Program, Universidade de São Paulo
Master, Science in the Computer Science and Computational Mathematics Program, Universidade de São Paulo
Researching Topics
- Artificial Intelligence
- Visual Analysis
- Data Science
- Data Representation
- Machine Learning
- Deep Learning
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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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Peak Ground Acceleration Prediction for Earthquake Early Warning with Multivariable Long Short-Term Memory Networks and Temporal Transformers
Fuentes, Y., Yari, Y., Soriano-Vargas, A. & Rocha, A., 2025, Advances in Artificial Intelligence – IBERAMIA 2024 - 18th Ibero-American Conference on AI, Proceedings. Correia, L., Rosá, A. & Garijo, F. (eds.). Springer Science and Business Media Deutschland GmbH, p. 38-49 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15277 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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AI Knows What You Did Last Summer: Applications in Digital Forensics
Yang, J., Nascimento, J., Bertocco, G., Theophilo, A., Padilha, R., Soriano-Vargas, A., Andaló, F. A. & Rocha, A., 1 Jan 2024, Computer Vision: Challenges, Trends, and Opportunities. CRC Press, p. 82-108 27 p.Research output: Chapter in Book/Report/Conference proceeding › Chapter › peer-review
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Prediction of Lung Cancer Risk Through Machine Learning Based on Lifestyle Questionnaire Data
Chavez-Caceres, S., Hincho-Jove, A., Castro-Gutierrez, E. & Soriano-Vargas, A., 2024, 2024 IEEE International Conference on Automation/26th Congress of the Chilean Association of Automatic Control, ICA-ACCA 2024. Institute of Electrical and Electronics Engineers Inc., (2024 IEEE International Conference on Automation/26th Congress of the Chilean Association of Automatic Control, ICA-ACCA 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Sleep-Wake Classification using Recurrence Plots from Smartwatch Accelerometer Data
Ederli, R. P., Vega-Oliveros, D., Soriano-Vargas, A., Rocha, A. & Dias, Z., 2023, 2023 IEEE Latin American Conference on Computational Intelligence, LA-CCI 2023. Institute of Electrical and Electronics Engineers Inc., (2023 IEEE Latin American Conference on Computational Intelligence, LA-CCI 2023).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Time series causal relationships discovery through feature importance and ensemble models
Castro, M., Mendes Júnior, P. R., Soriano-Vargas, A., de Oliveira Werneck, R., Moreira Gonçalves, M., Lusquino Filho, L., Moura, R., Zampieri, M., Linares, O., Ferreira, V., Ferreira, A., Davólio, A., Schiozer, D. & Rocha, A., Dec 2023, In: Scientific Reports. 13, 1, 11402.Research output: Contribution to journal › Article › peer-review
Open Access8 Scopus citations