Challenges in benchmarking stream learning algorithms with real-world data.
Vinícius M. A. de SouzaDenis Moreira dos ReisAndré Gustavo MaletzkeGustavo E. A. P. A. BatistaPublished in: Data Min. Knowl. Discov. (2020)
Keyphrases
- learning algorithm
- lessons learned
- data streams
- real time
- machine learning
- machine learning algorithms
- real world
- key issues
- sliding window
- training data
- learning problems
- efficient learning
- active learning
- learning paradigms
- open issues
- technical challenges
- learning tasks
- back propagation
- reinforcement learning
- social networks
- genetic algorithm
- information retrieval
- neural network