Metalearning Applications to Automated Machine Learning and Data Mining

• Главный автор: Brazdil, Pavel (auth)
• Другие авторы: van Rijn, Jan N. (auth), Soares, Carlos (auth), Vanschoren, Joaquin (auth)
• Формат: Электронный ресурс Глава книги
• Язык: английский
• Опубликовано: Cham Springer Nature 2022
• Серии: Cognitive Technologies
• Предметы: Artificial intelligence; Data mining; Machine learning; Metalearning; Automating Machine Learning (AutoML); Machine Learning; Artificial Intelligence; algorithm selection; algorithm recommendation; algorithm configuration; hyperparameter optimization; automating the workflow/pipeline design; metalearning in ensemble construction; metalearning in deep neural networks; transfer learning; algorithm recommendation for data streams; automating data science; Open Access
• Online-ссылка: OAPEN Library: download the publication; OAPEN Library: description of the publication