Automated machine learning approach for time series classification pipelines using evolutionary optimization.
Ilia RevinVadim A. PotemkinNikita R. BalabanovNikolay O. NikitinPublished in: Knowl. Based Syst. (2023)
Keyphrases
- evolutionary optimization
- machine learning
- multi objective
- genetic optimization
- fuzzy modeling
- genetic algorithm
- machine learning methods
- structural design
- explanation based learning
- machine learning approaches
- constraint handling
- information extraction
- semi automated
- data mining
- active learning
- machine learning algorithms
- learning tasks
- input output
- dynamic time warping
- fully automated
- artificial intelligence
- unsupervised learning
- text classification
- text mining
- supervised learning
- learning algorithm
- computer vision
- learning systems
- inductive learning
- control algorithm
- particle swarm optimization
- computational intelligence
- nearest neighbor
- artificial neural networks