Customized Positional Encoding to Combine Static and Time-varying Data in Robust Representation Learning for Crop Yield Prediction.
Qinqing LiuFei DouMeijian YangEzana AmdeworkGuiling WangJinbo BiPublished in: IJCAI (2023)
Keyphrases
- reinforcement learning
- data analysis
- data processing
- data collection
- prior knowledge
- original data
- statistical analysis
- database
- spatial data
- human experts
- training data
- noisy data
- learning process
- synthetic data
- high quality
- data quality
- learning algorithm
- machine learning
- data sets
- network structure
- missing values
- learned models
- positional information
- background knowledge
- knowledge acquisition
- online learning
- input data
- active learning
- learning environment
- data structure
- decision trees
- neural network
- databases