Biography
Parvaneh Nowbakht is a Post Doctoral researcher, part of TRANSLATE project, in the Geography department at the University College Cork (UCC) and MaERI, whose goals are to standardise future climate projections for Ireland and develop climate services. Her doctoral research was in the area of geoprivacy protection and development of several polygon-based obfuscation methods. Her background in data science , mathematical modelling, hydrological modelling and her interest in the explanatory power of Machine learning and spatial analysis will allow her to effectively involve in different discipline particularly geographical research. Research Interests
- Spatial data analysis
- Geoprivacy protection
- Machine learning
- Climate change
- Precision Agriculture
Publications
Peer Reviewed Journals
| Year | Publication | |
|---|---|---|
| (2023) | 'Implementation of novel polygon-based obfuscation methods to improve privacy of agricultural data' Nowbakht, P;O'Sullivan, L;Wall, DP;Holloway, P (2023) 'Implementation of novel polygon-based obfuscation methods to improve privacy of agricultural data'. Transactions In Gis, [DOI] [Details] | |
| (2022) | 'A comparison of obfuscation methods used for privacy protection: Exploring the challenges of polygon data in agricultural research' Nowbakht, P;O'Sullivan, L;Cawkwell, F;Wall, DP;Holloway, P (2022) 'A comparison of obfuscation methods used for privacy protection: Exploring the challenges of polygon data in agricultural research'. Transactions In Gis, [DOI] [Details] |
Conference Publications
| Year | Publication | |
|---|---|---|
| (2021) | The 29th Annual GISRUK Conference (GISRUK 2021 Annual Conference) Nowbakht, P., O’Sullivan, L., Cawkwell, F., Wall, D.P., & Holloway, P. (2021) A comparison of obfuscation methods for privacy protection: A case study using agri-environmental data in the Republic of Ireland The 29th Annual GISRUK Conference (GISRUK 2021 Annual Conference) Cardiff University, [DOI] [Details] |