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Modeling crowd flow during stadium ingress under alternative access protocols: San Mamés as a case study
Mass gatherings at sporting events pose critical risk for crowd safety, especially in venues with limited history of hosting …
Ander García, Bruno V. Guerrero, Dariel Hernández-Delfin, Dae-Jin Lee, Marco Ellero
DOI
Evaluating short-term forecast accuracy across COVID-19 waves using penalized spline models
Nere Larrea, Dae-Jin Lee, Irantzu Barrio, Inmaculada Arostegui, Eduardo Millan, José María Quintana
DOI
Hierarchical compromise optimization of ambulance locations under stochastic travel times
The location of ambulances is a crucial strategic decision for Emergency Medical Services (EMS). The base stations must achieve …
Imanol Gago-Carro, Unai Aldasoro, Dae-Jin Lee, María Merino
DOI
Dynamic disagreeing neighbors: A deep dive into complexity estimation
This study explores dataset complexity estimation and its relationship with classification performance. Widely-used measures like the …
Víctor Aceña, Carmen Lancho, Isaac Martín De Diego, Javier M. Moguerza, Dae-Jin Lee
DOI
Understanding support for AI regulation: A Bayesian network perspective
As artificial intelligence (AI) becomes increasingly embedded in public and private life, understanding how citizens perceive its …
Andrea Cremaschi, Dae-Jin Lee, Manuele Leonelli
DOI
Modelling in-hospital length of stay: A comparison of linear and ensemble models for competing risk analysis
Length of Stay (LoS) for in-hospital patients is a relevant indicator of efficiency in healthcare. Moreover, it is often related to the …
Juan Carlos Espinosa-Moreno, Fernando García-García, Naia Mas-Bilbao, Susana García-Gutiérrez, María José Legarreta-Olabarrieta, Dae-Jin Lee
PDF DOI
On the modeling of dynamic queue formation and decision-making in pedestrian dynamics simulations
Ander García, Dariel Hernández-Delfin, Dae-Jin Lee, Marco Ellero
DOI Open access
Flexible modelling of time-varying exposures and recurrent events to analyse training load effects in team sports injuries
We present a flexible modelling approach to analyse time-varying exposures and recurrent events in team sports injuries. The approach …
Lore Zumeta Olaskoaga, Andreas Bender, Dae-Jin Lee
PDF DOI
Genetic algorithms applied to translational strategy in metabolic-dysfunction associated steatohepatitis (MASH). Learning from mouse models
Ibon Martínez-Arranz, Cristina Alonso, Rebeca Mayo, Itziar Mincholé, José M. Mato, Dae-Jin Lee
DOI
A Bimodal Extension of the Beta-Binomial Distribution with Applications
In this paper, we propose an alternative distribution to model count data exhibiting uni/bimodality. It arises as a weighted version of …
Jimmy Reyes, Josu Najera-Zuloaga, Dae-Jin Lee, Jaime Arrué, Yuri A. Iriarte
PDF DOI