ALVARO GOMEZ LOSADA

Categoría
Profesor Sustituto Interino
Área
Estadística e Investigación Operativa

Investigación

Libros publicados

Gómez Losada, Álvaro;López-cobo, Montserrat;Samoili, Sofia;Alaveras, Georgios;Vázquez-prada-baillet, Miguel;Cardona, Melissa;Righi, Riccardo;Ziemba, L.;De Prato, Giuditta:
Estimation of supply and demand of tertiary education places in advanced digital profiles in the EU. Focus on Artificial Intelligence, High Performanc. PUBLICATIONS OFFICE OF THE EUROPEAN UNION. 2020. 978-92-76-22281-1
Nativi, Stefano;Gómez Losada, Álvaro:
Artificial Intelligence at the JRC: Survey Results. PUBLICATIONS OFFICE OF THE EUROPEAN UNION. 2019. 978-92-76-08847-9
Gómez Losada, Álvaro:
Data science applications to connected vehicles: Key barriers to overcome. PUBLICATIONS OFFICE OF THE EUROPEAN UNION. 2017. 978-92-79-77041-8

Capítulos en Libros

Gómez Losada, Álvaro;Duch-brown, Néstor:
Time Series Forecasting by Recommendation: An Empirical Analysis on Amazon Marketplace. Pág. 45-54. Springer. Springer. 2019.
Gómez Losada, Álvaro;Duch-brown, Néstor:
Competing for Amazon's Buy Box: A Machine-Learning Approach. Pág. 445-456. Springer. Springer. 2019.
Gómez Losada, Álvaro:
Clustering Air Monitoring Stations According to Background and Ambient Pollution Using Hidden Markov Models and Multidimensional Scaling. Pág. 123-132. Springer. Springer. 2017.

Asistencia a congresos

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:
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:
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

Artículos publicados

Santos, Francisca M.;Gómez Losada, Álvaro;Pires, José C. M.:
Empirical ozone isopleths at urban and suburban sites through evolutionary procedure-based models. 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. Atmosphere. 2021. Vol: 12(1). Núm: 5. Pág. 1-18.
Wang, S-h.;Hung, R-y.;Lin, N-h.;Gómez Losada, Álvaro;M.-pires, José Carlos;Shimada, K.;Hatakeyama, S.;Takami, A.:
Estimation of background PM2.5 concentrations for an air-polluted environment. Atmospheric Research. 2020. Vol: 231. 10.1016/j.atmosres.2019.104636.
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 emissi. Atmospheric Environment. 2020. Vol: 243. 10.1016/j.atmosenv.2020.117832.
M.-santos, Francisca;Gómez Losada, Álvaro;M.-pires, José Carlos:
Impact of the implementation of Lisbon low emission zone on air quality. Journal of Hazardous Materials. 2019. Vol: 365. Pág. 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. Computers, Environment and Urban Systems. 2019. Vol: 75. Pág. 1-11. 10.1016/j.compenvurbsys.2018.12.005.
Christidis, Panayotis;Gómez Losada, Álvaro:
Email Based Institutional Network Analysis: Applications and Risks. Social Sciences. 2019. Vol: 8. 10.3390/socsci8110306.
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. Environmental Modelling & Software. 2018. Vol: 110. Pág. 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. Environmental Modelling & Software. 2018. Vol: 106. Pág. 13-21. https://doi.org/10.1016/j.envsoft.2018.02.011.
Gómez Losada, Álvaro:
Forecasting ozone threshold exceedances in urban background areas using supervised classification and easy-access information. Atmospheric Pollution Research. 2018. Vol: 9. Pág. 1052-1061. 10.1016/j.apr.2018.04.002.
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. Atmospheric Environment. 2016. Vol: 127. Pág. 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. Atmospheric Environment. 2015. Vol: 117. Pág. 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. Science of the Total Environment. 2014. Vol: 485-486. Pág. 292-299. 10.1016/j.scitotenv.2014.03.091.
Gómez Losada, Álvaro:
Email Based Institutional Network Analysis: Applications and Risks. Social Sciences.
Gómez Losada, Álvaro:
Email Based Institutional Network Analysis: Applications and Risks.