Alvaro Gomez Losada
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Grupo de Investigación: Modelado Físico-Matemático de Sistemas no Lineales
Departamento/Unidad: Estadística e Investigación Operativa
Situación profesional: Profesor Sustituto

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Publicaciones:

Libros

Gómez Losada, Álvaro, López Cobo, Montserrat, Samoili, Sofia, Alaveras, Georgios, Vázquez Prada Baillet, Miguel, et. al.:
Estimation of supply and demand of tertiary education places in advanced digital profiles in the EU. Focus on Artificial Intelligence, High Performance Computing, Cybersecurity and Data Science. Luxembourg. Publications Office of the European Union. 2020. 33. ISBN 978-92-76-22281-1

Gómez Losada, Álvaro:
Data science applications to connected vehicles: Key barriers to overcome. Luxembourg. Publications Office of the European Union. 2017. 34. ISBN 978-92-79-77041-8

Otra participación en Libros

Magalhães Pires, José Carlos (Coeditor/a), Gómez Losada, Álvaro (Coeditor/a):
Air Quality Characterisation and Modelling. Basel (Switzerland). Mdpi. 2023. 298. ISBN 978-3-0365-7820-0

Nativi, Stefano (Coeditor/a), Gómez Losada, Álvaro (Coeditor/a):
Artificial Intelligence at the JRC: Survey Results. Luxembourg. Publications Office of the European Union. 2019. 47. ISBN 978-92-76-08847-9

Capítulos en Libros

Gómez Losada, Álvaro, Duch Brown, Néstor:
Competing for Amazon's Buy Box: A Machine-Learning Approach. Pag. 445-456. En: Lecture Notes in Business Information Processing - Business Information Systems Workshops. Cham, Switzerland. Springer. 2019. ISBN 978-3-030-36691-9

Gómez Losada, Álvaro, Duch Brown, Néstor:
Time Series Forecasting by Recommendation: An Empirical Analysis on Amazon Marketplace. Pag. 45-54. En: Lecture Notes in Business Information Processing 353. Cham, Switzerland. Springer. 2019. ISBN 978-3-030-20485-3

Gómez Losada, Álvaro:
Clustering Air Monitoring Stations According to Background and Ambient Pollution Using Hidden Markov Models and Multidimensional Scaling. Pag. 123-132. En: Data Science. Innovative Developments in Data Analysis and Clustering. Cham, Switzerland. Springer. 2017. ISBN 978-3-319-55723-6

Publicaciones en Revistas

Gómez Losada, Álvaro, M. Pires, José C.:
Air quality assessment during the low emission zone implementation in Madrid (Spain). En: Urban Climate. 2024. Vol. 55. Núm. 101995. Pag. 1-15. 10.1016/j.uclim.2024.101995

Martín Cruz, Yumara, Gómez Losada, Álvaro:
Risk Assessment and Source Apportionment of Metals on Atmospheric Particulate Matter in a Suburban Background Area of Gran Canaria (Spain). En: International Journal of Environmental Research and Public Health. 2023. Vol. 2023. Núm. 20. Pag. 1-18. 10.3390/ijerph20105763

Gómez Losada, Álvaro, Asencio Cortes, Gualberto, Duch Brown, Néstor:
Automatic eligibility of sellers in an online marketplace: a case study of Amazon algorithm. En: Information. 2022. Vol. 2022. Núm. 13. Pag. 44-60. https://doi.org/10.3390/info13020044

Santos, Francisca M., Gómez Losada, Álvaro, Pires, José C. M.:
Empirical ozone isopleths at urban and suburban sites through evolutionary procedure-based models. En: Journal of Hazardous Materials. 2021. Vol. 419. 10.1016/j.jhazmat.2021.126386

Gómez Losada, Álvaro, M. Pires, José C.:
Estimation of Particulate Matter Contributions from Desert Outbreaks in Mediterranean Countries (2015-2018) Using the Time Series Clustering Method. En: Atmosphere. 2021. Vol. 12(1). Núm. 5. Pag. 1-18

Martín Cruz, Yumara, Vera Castellano, Antonio, Gómez Losada, Álvaro:
Characterization of background particulate matter concentrations using the combination of two clustering techniques in zones with heterogeneous emission sources. En: Atmospheric Environment. 2020. Vol. 243. 10.1016/j.atmosenv.2020.117832

Wang, S H., Hung, R Y., Lin, N H., Gómez Losada, Álvaro, M. Pires, José Carlos, et. al.:
Estimation of background PM2.5 concentrations for an air-polluted environment. En: Atmospheric Research. 2020. Vol. 231. 10.1016/j.atmosres.2019.104636

M. Santos, Francisca, Gómez Losada, Álvaro, M. Pires, José Carlos:
Impact of the implementation of Lisbon low emission zone on air quality. En: Journal of Hazardous Materials. 2019. Vol. 365. Pag. 632-641. 10.1016/j.jhazmat.2018.11.061

Gómez Losada, Álvaro, M. Santos, Francisca, Gibert, Karina, M. Pires, José C.:
A data science approach for spatiotemporal modelling of low and resident air pollution in Madrid (Spain): Implications for epidemiological studies. En: Computers, Environment and Urban Systems. 2019. Vol. 75. Pag. 1-11. 10.1016/j.compenvurbsys.2018.12.005

Christidis, Panayotis, Gómez Losada, Álvaro:
Email Based Institutional Network Analysis: Applications and Risks. En: Social Sciences. 2019. Vol. 8. 10.3390/socsci8110306

Gómez Losada, Álvaro:
Forecasting ozone threshold exceedances in urban background areas using supervised classification and easy-access information. En: Atmospheric Pollution Research. 2018. Vol. 9. Pag. 1052-1061. 10.1016/j.apr.2018.04.002

Gómez Losada, Álvaro, Asencio Cortes, Gualberto, Martínez Álvarez, Francisco, Riquelme Santos, José Cristóbal:
A Novel Approach to Forecast Urban Surface-Level Ozone Considering Heterogeneous Locations and Limited Information. En: Environmental Modelling & Software. 2018. Vol. 110. Pag. 52-61. 10.1016/j.envsoft.2018.08.013

Gómez Losada, Álvaro, M. Pires, José Carlos, Pino Mejias, Rafael:
Modelling background air pollution exposure in urban environments: Implications for epidemiological research. En: Environmental Modelling & Software. 2018. Vol. 106. Pag. 13-21. https://doi.org/10.1016/j.envsoft.2018.02.011

Gómez Losada, Álvaro, Pires, Jose Carlos M., Pino Mejias, Rafael:
Characterization of background air pollution exposure in urban environments using a metric based on Hidden Markov Models. En: Atmospheric Environment. 2016. Vol. 127. Pag. 255-261. 10.1016/j.atmosenv.2015.12.046

Gómez Losada, Álvaro, Pires, José Carlos M., Pino Mejias, Rafael:
Time series clustering for estimating particulate matter contributions and its use in quantifying impacts from deserts. En: Atmospheric Environment. 2015. Vol. 117. Pag. 271-281. 10.1016/j.atmosenv.2015.07.027

Gómez Losada, Álvaro, Lozano Garcia, Antonio, Pino Mejias, Rafael, Contreras González, Juan:
Finite mixture models to characterize and refine air quality monitoring networks. En: Science of the Total Environment. 2014. Vol. 485-486. Pag. 292-299. 10.1016/j.scitotenv.2014.03.091

Gómez Losada, Álvaro:
Email Based Institutional Network Analysis: Applications and Risks

Gómez Losada, Álvaro:
Email Based Institutional Network Analysis: Applications and Risks. En: Social Sciences

Otra participación en Libros de Actas

Nativi, Stefano (Coeditor/a), Gómez Losada, Álvaro (Coeditor/a):
Artificial Intelligence at the JRC. 1st workshop on Artificial Intelligence at the JRC. 2018. ISBN 978-92-76-08842-4. Publications Office of the European Union. Luxembourg

Aportaciones a Congresos

Gómez Losada, Álvaro, Duch Brown, Néstor:
Time series forecasting by recommendation: an empirical analysis on Amazon marketplace. Comunicación en congreso. 22nd International Conference on Business Information Systems. Sevilla, España. 2019

Gómez Losada, Álvaro, Duch Brown, Néstor:
Competing for Amazon's Buy Box: a machine learning approach. Comunicación en congreso. XXXIV Jornadas de Economía Industrial. Madrid, España. 2019

Gómez Losada, Álvaro, Duch Brown, Néstor:
From Big Data to Smart Data. Comunicación en congreso. New Approaches to Economic Challenges. Paris. Francia. 2019

Gómez Losada, Álvaro, Duch Brown, Néstor:
A new approach to nowcast economic time series using ensembles of hidden Markov and ARIMA models. Comunicación en congreso. International Work-Conference on Time Series Analysis. Granada, España. 2018

Gómez Losada, Álvaro, Christidis, Panayotis:
A novel approach to detecting pattern changes in time series from Eurostat. Poster en Congreso. 2018 European Conference on Quality in Official Statistics. Krakovia, Polonia. 2018

Gómez Losada, Álvaro, Duch Brown, Néstor:
Machine Learning Techniques to Forecast Population Using Eurostat Data: An Exploratory Study. Comunicación en congreso. 2018 European Conference on Quality in Official Statistics. Krakovia, Polonia. 2018

Gómez Losada, Álvaro:
Forecasting on Imbalanced Big Time Series Using Ensembles of Classifiers and Minimum Information. Comunicación en congreso. Symposium on big data in finance, retail and commerce. Lisbon. 2017

Gómez Losada, Álvaro, Christidis, Panayotis:
Applications of Nowcasting for Policymaking. Comunicación en congreso. Data for Policy 2017. Londres, Reino Unido. 2017

Gómez Losada, Álvaro, Vera Vera, José Fernando:
Stability analyses in human exposure to background air pollution in urban environments. Comunicación en congreso. Conference of the International Federation for Classification Societies 2015. Bolonia, Italia. 2015

Otras Publicaciones

Duch Brown, Néstor, Broocks, Annette, Gómez Losada, Álvaro:
Digital Single Market fragmentation by international traders. Otras Publicaciones. 2024. Inglés. Sevilla

Carballa Smichowski, Bruno, Duch Brown, Néstor, Gómez Losada, Álvaro, Martens, Bertin:
When the market loses its relevance: an empirical analysis of demand-side linkages in platform ecosystems. Otras Publicaciones. 2021. Centro Común de Investigación de la Comisión Europea