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Marlon Nuske

Data-Centric Machine Learning for Earth Observation: Necessary and Sufficient Features

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Aug 21, 2024
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XAI-Guided Enhancement of Vegetation Indices for Crop Mapping

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Jul 11, 2024
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Explainability of Sub-Field Level Crop Yield Prediction using Remote Sensing

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Jul 11, 2024
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Qubit-efficient Variational Quantum Algorithms for Image Segmentation

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May 23, 2024
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Impact Assessment of Missing Data in Model Predictions for Earth Observation Applications

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Mar 21, 2024
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Adaptive Fusion of Multi-view Remote Sensing data for Optimal Sub-field Crop Yield Prediction

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Jan 22, 2024
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Q-Seg: Quantum Annealing-based Unsupervised Image Segmentation

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Nov 30, 2023
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Predicting Crop Yield With Machine Learning: An Extensive Analysis Of Input Modalities And Models On a Field and sub-field Level

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Aug 17, 2023
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A Comparative Assessment of Multi-view fusion learning for Crop Classification

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Aug 10, 2023
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On the Importance of Feature Representation for Flood Mapping using Classical Machine Learning Approaches

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Mar 01, 2023
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