Publications

Biophysical models applied to dementia patients reveal links between geographical origin, gender, disease duration, and loss of neural inhibition

Authors: Agustín Ibáñez, Moguilner, S., Herzog, R., Perl, Y. S., Medel, V., Cruzat, J., Coronel, C., Kringelbach, M., Deco, G., & Tagliazucchi, E.

Publication Date: 11/04/2024

Journal: Alzheimer's research & therapy

Abstract: In this work we use computational models to investigate mechanisms underlying the development of neurodegenerative diseases, focusing on the possibility of different mechanisms ass...

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Applying the ethics of AI: a systematic review of tools for developing and assessing AI-based systems

Authors: Gonzalo A. Ruz, Ortega-Bolaños, R., Bernal-Salcedo, J., Germán Ortiz, M., Galeano Sarmiento, J., & Tabares-Soto, R.

Publication Date: 05/04/2024

Journal: Artificial Intelligence Review

Abstract: This review has focused on gathering information on the current state of AI ethics, continuing with the creation of a base framework for the responsible development of AI-based sol...

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A flexible Clayton-like spatial copula with application to bounded support data

Authors: Moreno Bevilacqua, Alvarado, E., & Caamaño-Carrillo, C.

Publication Date: 07/03/2024

Journal: Journal of Multivariate Analysis

Abstract: In this paper, we propose a new spatial copula model that makes it possible to obtain random fields with arbitrary marginal distributions with a type of dependence that can be refl...

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A comparative study of CNN-capsule-net, CNN-transformer encoder, and Traditional machine learning algorithms to classify epileptic seizure

Authors: Gonzalo A. Ruz, Holguin-Garcia, S. A., Guevara-Navarro, E., Daza-Chica, A. E., Patiño-Claro, M. A., Arteaga-Arteaga, H. B., Tabares-Soto, R., & Bravo-Ortiz, M. A.

Publication Date: 01/03/2024

Journal: BMC medical informatics and decision making

Abstract: In this paper, a comparison was made between different models for binary and multiclass classification of the epileptic seizure detection database, achieving a binary accuracy of 9...

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Predicting passenger satisfaction in public transportation using machine learning models

Authors: Rolando de la Cruz, Ruiz, E., Yushimito, W. F., Aburto, L.

Publication Date: 15/02/2024

Journal: Transportation Research Part A: Policy and Practice

Abstract: This paper has undertaken a comprehensive assessment of four distinct machine learning models – Decision Trees, SVM, Neural Networks, and Random Forest – in the context of pred...

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Associations of the ‘weekend warrior’ physical activity pattern with all-cause, cardiovascular disease and cancer mortality: the Mexico City Prospective Study

Authors: Agustín Ibáñez, O'Donovan, G., Petermann-Rocha, F., Ferrari, G., Lee, I. M., Hamer, M., Stamatakis, E., Sarmiento, O. L., & Lopez-Jaramillo, P.

Publication Date: 01/02/2024

Journal: British journal of sports medicine

Abstract: The "weekend warrior" effect, which involves 1 to 2 sessions of physical activity per week, is associated with a reduction in all-cause mortality in Latin America (Mexico)....

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