Hierarchical forecast reconciliation with machine learning.
Evangelos SpiliotisMahdi AbolghasemiRob J. HyndmanFotios PetropoulosVassilios AssimakopoulosPublished in: CoRR (2020)
Keyphrases
- machine learning
- hierarchical classification
- decision trees
- pattern recognition
- statistical methods
- short term
- machine learning algorithms
- unsupervised learning
- learning algorithm
- hierarchical clustering
- knowledge representation
- natural language processing
- model selection
- knowledge acquisition
- inductive learning
- learning problems
- machine learning methods
- knowledge discovery
- active learning
- computer science
- feature selection
- failure prediction
- early warning
- hierarchical model
- hierarchical structures
- explanation based learning
- machine learning approaches
- hierarchical models
- computational biology
- database
- coarse to fine
- kernel methods
- hierarchical structure
- transfer learning
- learning systems
- text classification
- text mining
- long term
- data analysis
- computer vision