Automated evolutionary approach for the design of composite machine learning pipelines.
Nikolay O. NikitinPavel VychuzhaninMikhail SarafanovIana S. PolonskaiaIlia RevinIrina V. BarabanovaGleb MaximovAnna V. KalyuzhnayaAlexander BoukhanovskyPublished in: Future Gener. Comput. Syst. (2022)
Keyphrases
- machine learning
- pattern recognition
- case study
- databases
- design decisions
- building blocks
- information retrieval
- learning algorithm
- engineering design
- fully automated
- automated design
- database
- optimal design
- design methodology
- inductive learning
- computer aided
- software architecture
- design process
- semi supervised learning
- knowledge based systems
- computational intelligence
- web services
- artificial intelligence
- data mining