An analysis on the use of autoencoders for representation learning: Fundamentals, learning task case studies, explainability and challenges.
David CharteFrancisco CharteMaría José del JesusFrancisco HerreraPublished in: Neurocomputing (2020)
Keyphrases
- learning process
- case study
- lessons learned
- learning problems
- online learning
- knowledge acquisition
- information retrieval
- learning algorithm
- neural network
- supervised learning
- feedforward neural networks
- learning community
- learning analytics
- learning tasks
- unsupervised learning
- prior knowledge
- reinforcement learning
- artificial intelligence
- machine learning
- real world