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Explainable AI for Earth Observation Data Analysis: Applications, Opportunities, and Challenges

By Arun PV (Editor), Jocelyn Chanussot (Editor), B Krishna Mohan (Editor), D Nagesh Kumar (Editor), Alok Porwal (Editor)
eBook
$73.99
By Arun PV (Editor), Jocelyn Chanussot (Editor), B Krishna Mohan (Editor), D Nagesh Kumar (Editor), Alok Porwal (Editor)
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The role of artificial intelligence is crucial in the domain of Earth Observation (EO) data analysis. Deep learning-based approaches have improved accuracy, but they have affected the reliability and transparency of EO data. It is critical to improve the explainability of EO data analysis algorithms and complex deep learning models to ensure the quality of spatial decisions. This book discusses the various advancements in Explainable AI and investigates their suitability for various EO data...

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Science & TechnologyComputersEngineeringTechnologyRobotics & Artificial IntelligenceArtificial Intelligence (AI)Machine Learning