Projects per year
Personal profile
Research Interests
Statistics, Biostatistics, Data Science, Machine Learning.
Key Words
Bayesian Parametric and Nonparametric Statistics, Longitudinal data, Computational Statistics.
Profession
Bachelor's Degree in Physical Sciences and Mathematics, Universidad Nacional de Trujillo 1996
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, Pontificia Universidad Católica de Chile
Award Date: 28 Oct 2005
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Dive into the research topics where Rolando De la Cruz 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_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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1231839: Data-driven assessment of everyday functioning in dementia: An integrative approach of clinical and neural phenotypes
De la Cruz, R. (Co-Investigator), Ibáñez, A. (Co-Investigator) & Martínez-Pernía, D. (Co-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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ID20I10152: Machine learning para el diagnósco precoz y perfil mulmodal de la enfermedad de alzheimer basado en mirna de exosomas circulantes.
Duran-Aniotz, C. (Director), Ibáñez, A. (Researcher) & De la Cruz, R. (Researcher)
Agencia Nacional de Investigación y Desarrollo
1/12/20 → 30/11/22
Project: Research
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REDES190111: New Challenges in Bayesian Spatial Modelling with Applications in Health and Economics
De la Cruz, R. (Principal Investigator)
Comisión Nacional de Investigación Científica y Tecnológica
31/12/19 → 31/12/20
Project: Research
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A joint analysis proposal of nonlinear longitudinal and time-to-event right-, interval-censored data for modeling pregnancy miscarriage
de la Cruz, R., Lavielle, M., Meza, C. & Núñez-Antón, V., Nov 2024, In: Computers in Biology and Medicine. 182, 109186.Research output: Contribution to journal › Article › peer-review
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Predicting passenger satisfaction in public transportation using machine learning models
Ruiz, E., Yushimito, W. F., Aburto, L. & de la Cruz, R., Mar 2024, In: Transportation Research Part A: Policy and Practice. 181, 103995.Research output: Contribution to journal › Article › peer-review
4 Scopus citations -
A Bayesian Mixture Cure Rate Model for Estimating Short-Term and Long-Term Recidivism
de la Cruz, R., Fuentes, C. & Padilla, O., Jan 2023, In: Entropy. 25, 1, 56.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
A Bayesian nonparametric model for classification of longitudinal profiles
Gaskins, J. T., Fuentes, C. & De La Cruz, R., 1 Jan 2023, In: Biostatistics. 24, 1, p. 209-225 17 p.Research output: Contribution to journal › Article › peer-review
2 Scopus citations -
Classification of longitudinal profiles using semi-parametric nonlinear mixed models with P-Splines and the SAEM algorithm
Márquez, M., Meza, C., Lee, D. J. & De la Cruz, R., 30 Nov 2023, In: Statistics in Medicine. 42, 27, p. 4952-4971 20 p.Research output: Contribution to journal › Article › peer-review
Open Access