Carmelo Bonannella
Biographic Data
| ID | 9500270 |
|---|---|
| NAME | Carmelo Bonannella |
| GIVEN NAMES | Carmelo |
| FAMILY NAME | Bonannella |
| SIGNATURE | BONANNELLA C |
| ORCID | 0000-0002-5391-8427 |
| VERIFIED | Yes |
| TOTAL WORKS | 1 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 1 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2026 |
| LATEST PUBLICATION YEAR | 2026 |
| H-INDEX | 0 |
Navigating challenges in spatial machine learning
Spatial machine learning has matured considerably in recent years, providing powerful approaches for mapping and prediction. However, many challenges remain in achieving methodological robustness, transparency, and comparability. This paper examines six key methodological themes – validation, assessment, uncertainty quantification, algorithm design, software implementation, and reporting – and highlights the need for greater rigor to ensure relia…
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Navigating challenges in spatial machine learning
Spatial machine learning has matured considerably in recent years, providing powerful approaches for mapping and prediction. However, many challenges remain in achieving methodological robustness, transparency, and comparability. This paper examines six key methodological themes – validation, assessment, uncertainty quantification, algorithm design, software implementation, and reporting – and highlights the need for greater rigor to ensure relia…
Benchmarking (1 work) · Comparability (1 work) · Domain (mathematical analysis) (1 work) · Geographic Information Systems Studies (1 work) · Key (lock) (1 work) · Land Use and Ecosystem Services (1 work) · Software (1 work) · Software (1 work) · Spatial and Panel Data Analysis (1 work)