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EU-FarmBook is an online platform that gathers and shares practical knowledge in agriculture, forestry, and broader rural development. All content is provided by research and innovation projects funded by the European Union. Learn more about this project on our website.

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    4 results

      STELAR Tech Brief #5: Bias-aware Crop Classification

      document
      Feb 20, 2025
      -
      Spatio-TEmporal Linked data tools for the AgRi-food data space
      Chethan Krishnamurthy Ramanaik
      • Bias-aware crop classification
      • spatio-temporal semantic segmentation
      • 3D U-Net
      • Leaf Area Index
      • EuroCrops dataset
      • class imbalance
      • cloud coverage
      • seasonal variation
      • LAI
      • Horizon Europe

      STELAR Tech Brief #7: Synopses for Agri-Food Data Analytics

      document
      May 20, 2025
      -
      Spatio-TEmporal Linked data tools for the AgRi-food data space
      Wieger R. Punter
      • HyperLogLog Sketch
      • Histogram
      • Count-min Sketch
      • Bloom Filter
      • GK Quantiles
      • Data Synopsis
      • Reservoir Sampling
      • Approximation Techniques
      • Storage Overhead
      • SynLib
      • Synopsis Data Engine
      • Kafka
      • Flink
      • Agri-food data
      • Spatio-temporal analytics

      STELAR Tech Brief #4: Schema and Entity Matching with pyJedAI

      document
      Feb 18, 2025
      -
      Spatio-TEmporal Linked data tools for the AgRi-food data space
      George Papadakis
      • schema matching
      • entity matching
      • Natural Language Processing
      • Deep Learning
      • BERT
      • Python
      • pyJedAI
      • blocking techniques
      • semantic matching
      • linked data

      STELAR Tech Brief #3: Bias-aware Data Augmentation for Food-Hazard ID

      document
      Feb 18, 2025
      -
      Spatio-TEmporal Linked data tools for the AgRi-food data space
      Vivek Kumar
      • bias mitigation
      • machine learning
      • natural language processing
      • food-hazard identification
      • class imbalance
      • data augmentation
      • synthetic data
      • transformer models
      • BART
      • responsible AI

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