Metalearning Applications to Automated Machine Learning and Data Mining

Metalearning Applications to Automated Machine Learning and Data Mining

Show other versions (2)

This open access book as one of the fastest-growing areas of research in machine learning, metalearning studies principled methods to obtain efficient models and solutions by adapting machine learning and data mining processes. This adaptation usually exploits information from past experience on oth...

Full description

Saved in:
Bibliographic Details
Main Author: Brazdil, Pavel (auth)
Other Authors: van Rijn, Jan N. (auth), Soares, Carlos (auth), Vanschoren, Joaquin (auth)
Format: Electronic Book Chapter
Language:English
Published: Cham Springer Nature 2022
Series:Cognitive Technologies
Subjects:
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 Access:OAPEN Library: download the publication
OAPEN Library: description of the publication
Tags: Add Tag
No Tags, Be the first to tag this record!

Internet

OAPEN Library: download the publication
OAPEN Library: description of the publication

3rd Floor Main Library

Holdings details from 3rd Floor Main Library
Call Number: A1234.567
Copy 1 Available

Similar Items