This open access book presents the first comprehensive overview of general methods in Automated Machine Learning (AutoML), collects descriptions of existing sys

Computational Intelligence (CI) community has developed hundreds of algorithms for intelligent data analysis, but still many hard problems in computer vision, s

Metalearning is the study of principled methods that exploit metaknowledge to obtain efficient models and solutions by adapting machine learning and data mining

Presents the extent to which the issues above impact the performance of a meta-learning system is evaluated and solutions for remedying the difficulties are obs

Over the past three decades or so, research on machine learning and data mining has led to a wide variety of algorithms that learn general functions from experi