Projects per year
Personal profile
Research Interests
His research interests include data mining, machine learning, and relational learning. Currently, he is focused on the analysis of social networks, the practical application of deep learning (recurrent and convolutional neural networks), and machine learning applications on transportation data.
Key Words
Machine Learning; Relational Learning; Statistical Network Analysis; Deep Neural Networks; Transportation Data Analytics
Profession
No Information
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, Purdue University
Award Date: 8 Aug 2014
Master, Purdue University
Award Date: 7 May 2011
Master, Universidad Técnica Federico Santa María
Award Date: 19 Jan 2007
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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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IT24I0144: Intrusion.aware: Plataforma integral para detectar y responder ciberataques usando inteligencia artificial responsable
Torres, R. (Director), Fernandez, T. (Alternate Director), Bórquez, D. (Researcher) & Moreno, S. (Researcher)
Agencia Nacional de Investigación y Desarrollo
16/08/24 → 16/08/26
Project: Research
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Statistical relational models for OD-matrix estimation and behavioral mobility patterns
Moreno, S. (Principal Investigator)
Agencia Nacional de Investigación y Desarrollo
15/03/23 → 14/03/26
Project: Research
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ID18I10216: Desarrollo de tecnologías de Big Data para aumentar la retención y el éxito de estudiantes universitarios
Pereira, J. (Alternate Director) & Moreno, S. (Researcher)
Comisión Nacional de Investigación Científica y Tecnológica
1/01/19 → 1/01/21
Project: Research
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CNN Sensitivity Analysis for Land Cover Map Models Using Sparse and Heterogeneous Satellite Data
Moreno, S., Lopatin, J., Corvalán, D. & Bravo-Diaz, 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. 63-77 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15368 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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AC-PLT: An algorithm for computer-assisted coding of semantic property listing data
Ramos, D., Moreno, S., Canessa, E., Chaigneau, S. E. & Marchant, N., Apr 2024, In: Behavior Research Methods. 56, 4, p. 3366-3379 14 p.Research output: Contribution to journal › Article › peer-review
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Describing and understanding the time course of the property listing task
Canessa, E., Chaigneau, S. E. & Moreno, S., Feb 2024, In: Cognitive Processing. 25, 1, p. 61-74 14 p.Research output: Contribution to journal › Article › peer-review
3 Scopus citations -
Evaluating the ability of convolutional neural networks for transfer learning in Pinus radiata cover predictions
Bravo-Diaz, A., Moreno, S. & Lopatin, J., Sep 2024, In: Ecological Informatics. 82, 102684.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
ODMeans: An R package for global and local cluster detection for Origin–Destination GPS data
Heredia, C., Moreno, S. & Yushimito, W., May 2024, In: SoftwareX. 26, 101732.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations