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JAVIER GONZALEZ VILLA

Publications
25
Projects
21
Datasets
3

javier.gonzalezvilla@unican.es

E.T.S. de Ingenieros de Caminos, Canales y Puertos. Avda. de los Castros, 44. 39005 Santander

Profesor Ayudante Doctor

Programa de Doctorado en Ciencia y Tecnología por la Universidad de Cantabria

GIDAI - Seguridad Contra Incendios- Investigación Y Tecnología

DEPARTAMENTO DE MATEMÁTICA APLICADA Y CIENCIAS DE LA COMPUTACIÓN

Specialty areas: CIENCIA DE LA COMPUTACION E INTELIGENCIA ARTIFICIAL

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Publications Projects Datasets

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25 results

1 of 2

Logistic regression vs machine learning to predict evacuation decisions in fire alarm situations

Article

Safety Science, 2024, 174, 106485

Authorship: ADRIANA BALBOA MARRAS, ARTURO CUESTA JIMENEZ, JAVIER GONZALEZ VILLA, GEMMA ORTIZ ROMERO, MANUEL DANIEL ALVEAR PORTILLA

01/06/2024

Uncovering non-emergency-related factors in threat responses: logistic regression analysis of online experimental data for behaviour patterns

Article

International Journal of Disaster Risk Reduction, 2024, 104, 104349

Authorship: ADRIANA BALBOA MARRAS, ARTURO CUESTA JIMENEZ, JAVIER GONZALEZ VILLA, GEMMA ORTIZ ROMERO, MANUEL DANIEL ALVEAR PORTILLA

01/02/2024

Assessing the quality of random number generators through neural networks

Article

Machine Learning: Science and Technology, 2024, 5(21), 025072

Authorship: JOSE LUIS CRESPO FIDALGO, JAVIER GONZALEZ VILLA, JAIME GUTIERREZ GUTIERREZ, ANGEL ALBERTO VALLE GUTIERREZ

01/06/2024

Decision-support system for safety and security assessment and management in smart cities

Article

Multimedia Tools and Applications, 2024, 83(22), 61971-61994

Authorship: JAVIER GONZALEZ VILLA, ARTURO CUESTA JIMENEZ, MARCO SPAGNOLO, MARISA ZAOTTI, LUKE SUMMERS, ALEXANDER ELMS, ANAY DHAYA, KAREL JEDLICKA, JAN MARTOLOS, DENIZ CETINKAYA

01/07/2024

Roxborough park community wildfire evacuation drill: data collection and model benchmarking

Article

Fire Technology, 2023, 59(2), 879-901

Authorship: STEVE M.V. GWYNNE, ENRICO RONCHI, JONATHAN WAHLQVIST, ARTURO CUESTA JIMENEZ, JAVIER GONZALEZ VILLA, ERICA D. KULIGOWSKI, AMANDA KIMBALL, GUILLERMO REIN, MAX KINATEDER, NOUREDDINE BENICHOU, HUI XIE

01/03/2023

Evacuation of vessels in dockyards: a model validation study

Article

Fire Technology, 2023, 59(5), 2333-2354

Authorship: ARTURO CUESTA JIMENEZ, ADRIANA BALBOA MARRAS, JAVIER GONZALEZ VILLA, MANUEL DANIEL ALVEAR PORTILLA

01/09/2023

Online experiments and regression analysis of evacuation decisions in response to fire alarms

Article

Fire Safety Journal, 2023, 141, 103954

Authorship: ADRIANA BALBOA MARRAS, ARTURO CUESTA JIMENEZ, JAVIER GONZALEZ VILLA, GEMMA ORTIZ ROMERO, MANUEL DANIEL ALVEAR PORTILLA

01/12/2023

Evacuation management system for major disasters

Article

Applied Sciences, 2022, 12(15), 7876

Authorship: JAVIER GONZALEZ VILLA, ARTURO CUESTA JIMENEZ, MANUEL DANIEL ALVEAR PORTILLA, ADRIANA BALBOA MARRAS

05/08/2022

Multi-image flock size estimation with CountEm: a case study with half a million Common Eiders and Greater Snow Geese

Article

Ecosphere, 2022, 13(8), e4174

Authorship: MARCOS CRUZ RODRIGUEZ, JAVIER GONZALEZ VILLA, JOSÉE LEFEBVRE, SCOTT G. GILLILAND, FRANCIS ST-PIERRE, MATTHEW ENGLISH, CHRISTINE LEPAGE

2022

Decision-support system for safety and security assessment and management in smart cities

Conference object

Image analysis and processing: ICIAP International Workshops, Lecce, Italy, May 23-27, 2022, Part II

Authorship: JAVIER GONZALEZ VILLA, ARTURO CUESTA JIMENEZ, MARCO SPAGNOLO, MARISA ZANOTTI, LUKE SUMMERS, ALEXANDER ELMS, ANAY DHAYA, KAREL JEDLICKA, JAN MARTOLOS, DENIZ CETINKAYA

2022