HPC-oriented Canonical Workflows for Machine Learning Applications in Climate and Weather Prediction.
Amirpasha MozaffariMichael LangguthBing GongJessica AhringAdrian Rojas CamposPascal NietersOtoniel José Campos EscobarMartin WittenbrinkPeter BaumannMartin G. SchultzPublished in: Data Intell. (2022)
Keyphrases
- weather prediction
- machine learning
- remote sensing
- weather data
- machine learning methods
- high performance computing
- pattern recognition
- data processing
- data mining
- inductive learning
- learning algorithm
- artificial intelligence
- knowledge discovery
- information extraction
- machine learning algorithms
- learning systems
- early vision
- computer vision
- decision trees
- knowledge representation
- model selection
- data analysis
- learning tasks
- feature selection
- machine learning approaches
- business processes
- computer science
- text mining
- web services
- fault tolerance
- inductive logic programming
- support vector machine
- long term
- high resolution