Matches in SemOpenAlex for { <https://semopenalex.org/work/W4285018052> ?p ?o ?g. }
Showing items 1 to 78 of
78
with 100 items per page.
- W4285018052 abstract "Helicoverpa Armigera, or cotton bollworm, is a serious insect pest of cotton crops that threatens the yield and the quality of lint. The timely knowledge of the presence of the insects in the field is crucial for effective farm interventions. Meteo-climatic and vegetation conditions have been identified as key drivers of crop pest abundance. In this work, we applied an interpretable classifier, i.e., Explainable Boosting Machine, which uses earth observation vegetation indices, numerical weather predictions and insect trap catches to predict the onset of bollworm harmfulness in cotton fields in Greece. The glass-box nature of our approach provides significant insight on the main drivers of the model and the interactions among them. Model interpretability adds to the trustworthiness of our approach and therefore its potential for rapid uptake and context-based implementation in operational farm management scenarios. Our results are satisfactory and the importance of drivers, through our analysis on global and local explainability, is in accordance with the literature." @default.
- W4285018052 created "2022-07-12" @default.
- W4285018052 creator A5008346766 @default.
- W4285018052 creator A5041778381 @default.
- W4285018052 creator A5069976439 @default.
- W4285018052 creator A5082460010 @default.
- W4285018052 date "2022-06-26" @default.
- W4285018052 modified "2023-10-18" @default.
- W4285018052 title "Pest Presence Prediction Using Interpretable Machine Learning" @default.
- W4285018052 doi "https://doi.org/10.1109/ivmsp54334.2022.9816284" @default.
- W4285018052 hasPublicationYear "2022" @default.
- W4285018052 type Work @default.
- W4285018052 citedByCount "1" @default.
- W4285018052 crossrefType "proceedings-article" @default.
- W4285018052 hasAuthorship W4285018052A5008346766 @default.
- W4285018052 hasAuthorship W4285018052A5041778381 @default.
- W4285018052 hasAuthorship W4285018052A5069976439 @default.
- W4285018052 hasAuthorship W4285018052A5082460010 @default.
- W4285018052 hasBestOaLocation W42850180522 @default.
- W4285018052 hasConcept C119857082 @default.
- W4285018052 hasConcept C127413603 @default.
- W4285018052 hasConcept C144133560 @default.
- W4285018052 hasConcept C154945302 @default.
- W4285018052 hasConcept C162853370 @default.
- W4285018052 hasConcept C166957645 @default.
- W4285018052 hasConcept C173758957 @default.
- W4285018052 hasConcept C177756618 @default.
- W4285018052 hasConcept C18903297 @default.
- W4285018052 hasConcept C205649164 @default.
- W4285018052 hasConcept C22508944 @default.
- W4285018052 hasConcept C2776712339 @default.
- W4285018052 hasConcept C2777736838 @default.
- W4285018052 hasConcept C2778551188 @default.
- W4285018052 hasConcept C2779343474 @default.
- W4285018052 hasConcept C2781067378 @default.
- W4285018052 hasConcept C2994141551 @default.
- W4285018052 hasConcept C41008148 @default.
- W4285018052 hasConcept C6557445 @default.
- W4285018052 hasConcept C86803240 @default.
- W4285018052 hasConcept C88463610 @default.
- W4285018052 hasConceptScore W4285018052C119857082 @default.
- W4285018052 hasConceptScore W4285018052C127413603 @default.
- W4285018052 hasConceptScore W4285018052C144133560 @default.
- W4285018052 hasConceptScore W4285018052C154945302 @default.
- W4285018052 hasConceptScore W4285018052C162853370 @default.
- W4285018052 hasConceptScore W4285018052C166957645 @default.
- W4285018052 hasConceptScore W4285018052C173758957 @default.
- W4285018052 hasConceptScore W4285018052C177756618 @default.
- W4285018052 hasConceptScore W4285018052C18903297 @default.
- W4285018052 hasConceptScore W4285018052C205649164 @default.
- W4285018052 hasConceptScore W4285018052C22508944 @default.
- W4285018052 hasConceptScore W4285018052C2776712339 @default.
- W4285018052 hasConceptScore W4285018052C2777736838 @default.
- W4285018052 hasConceptScore W4285018052C2778551188 @default.
- W4285018052 hasConceptScore W4285018052C2779343474 @default.
- W4285018052 hasConceptScore W4285018052C2781067378 @default.
- W4285018052 hasConceptScore W4285018052C2994141551 @default.
- W4285018052 hasConceptScore W4285018052C41008148 @default.
- W4285018052 hasConceptScore W4285018052C6557445 @default.
- W4285018052 hasConceptScore W4285018052C86803240 @default.
- W4285018052 hasConceptScore W4285018052C88463610 @default.
- W4285018052 hasLocation W42850180521 @default.
- W4285018052 hasLocation W42850180522 @default.
- W4285018052 hasOpenAccess W4285018052 @default.
- W4285018052 hasPrimaryLocation W42850180521 @default.
- W4285018052 hasRelatedWork W1527867376 @default.
- W4285018052 hasRelatedWork W2146283309 @default.
- W4285018052 hasRelatedWork W2353166366 @default.
- W4285018052 hasRelatedWork W2387414282 @default.
- W4285018052 hasRelatedWork W3082682472 @default.
- W4285018052 hasRelatedWork W3118283026 @default.
- W4285018052 hasRelatedWork W3164131491 @default.
- W4285018052 hasRelatedWork W34010008 @default.
- W4285018052 hasRelatedWork W4245728007 @default.
- W4285018052 hasRelatedWork W2185502952 @default.
- W4285018052 isParatext "false" @default.
- W4285018052 isRetracted "false" @default.
- W4285018052 workType "article" @default.