Email: G.Quattrone @ mdx.ac.uk
Office: TG02 Town Hall Building, Hendon Campus
Personal Website
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- Senior Lecturer
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Publications Repository
Establishing hybrid deep learning models for regional daily rainfall time series forecasting in the United Kingdom
Harilal, G.T., Dixit, A. and Quattrone, G. 2024. Establishing hybrid deep learning models for regional daily rainfall time series forecasting in the United Kingdom. Engineering Applications of Artificial Intelligence. 133 (F). https://doi.org/10.1016/j.engappai.2024.108581
A global-scale analysis of the sharing economy model – an AirBnB case study
Quattrone, G., Kusek, N. and Capra, L. 2022. A global-scale analysis of the sharing economy model – an AirBnB case study. EPJ Data Science. 11 (1), pp. 1-29. https://doi.org/10.1140/epjds/s13688-022-00349-3
Nowcasting gentrification using Airbnb data
Jain, S., Proserpio, D., Quattrone, G. and Quercia, D. 2021. Nowcasting gentrification using Airbnb data. CSCW 2021: The 24th ACM conference on Computer-Supported Cooperative Work and Social Computing. Virtual conference 23 - 27 Oct 2021 Association for Computing Machinery (ACM). https://doi.org/10.1145/3449112
Social interactions or business transactions? What customer reviews disclose about Airbnb marketplace
Quattrone, G., Nocera, A., Capra, L. and Quercia, D. 2020. Social interactions or business transactions? What customer reviews disclose about Airbnb marketplace. Huang, Y., King, I., Liu, T. and van Steen, M. (ed.) WWW'20. Taipei, Taiwan 20 - 24 Apr 2020 Association for Computing Machinery (ACM). pp. 1526-1536 https://doi.org/10.1145/3366423.3380225
Analyzing and predicting the spatial penetration of Airbnb in U.S. cities
Quattrone, G., Greatorex, A., Quercia, D., Capra, L. and Musolesi, M. 2018. Analyzing and predicting the spatial penetration of Airbnb in U.S. cities. EPJ Data Science. 7 (1), pp. 1-24. https://doi.org/10.1140/epjds/s13688-018-0156-6
Is the sharing economy about sharing at all? A linguistic analysis of Airbnb reviews
Quattrone, G., Nicolazzo, S., Nocera, A., Quercia, D. and Capra, L. 2018. Is the sharing economy about sharing at all? A linguistic analysis of Airbnb reviews. ICWSM 2018: Twelfth International AAAI Conference on Web and Social Media. Palo Alto, California, United States 25 - 28 Jun 2018 Association for the Advancement of Artificial Intelligence (AAAI). pp. 668 https://doi.org/10.1609/icwsm.v12i1.15065
A scalable method to quantify the relationship between urban form and socio-economic indexes
Venerandi, A., Quattrone, G. and Capra, L. 2018. A scalable method to quantify the relationship between urban form and socio-economic indexes. EPJ Data Science. 7 (1). https://doi.org/10.1140/epjds/s13688-018-0132-1
Mass participation during emergency response: event-centric crowd-sourcing in humanitarian mapping
Dittus, M., Quattrone, G. and Capra, L. 2017. Mass participation during emergency response: event-centric crowd-sourcing in humanitarian mapping. Lee, C. and Poltrock, S. (ed.) CSCW 2017. Portland, Oregon, United States 25 Feb - 01 Mar 2017 Association for Computing Machinery (ACM). pp. 1290-1303 https://doi.org/10.1145/2998181.2998216
Work always in progress: analysing maintenance practices in spatial crowd-sourced datasets
Quattrone, G., Dittus, M. and Capra, L. 2017. Work always in progress: analysing maintenance practices in spatial crowd-sourced datasets. CSCW 2017. Portland, Oregon, United States 25 Feb - 01 Mar 2017 Association for Computing Machinery (ACM). pp. 1876-1889 https://doi.org/10.1145/2998181.2998267
City form and well-being: what makes London neighborhoods good places to live?
Venerandi, A., Quattrone, G. and Capra, L. 2016. City form and well-being: what makes London neighborhoods good places to live? 24th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (ACM SIGSPATIAL 2016). Burlingame, CA, USA 31 Oct - 03 Nov 2016 Association for Computing Machinery (ACM). https://doi.org/10.1145/2996913.2997011