Mikel Galar

Learning from Imbalanced Data Sets

This book provides a general and comprehensible overview of imbalanced learning. It contains a formal description of a problem, and focuses on its mai...

Large-Scale Data Analytics with Python and Spark

A Hands-on Guide to Implementing Machine Learning Solutions

Based on the authors' extensive teaching experience, this hands-on graduate-level textbook teaches how to carry out large-scale data analytics and des...

Advances in Artificial Intelligence

16th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2015 Albacete, Spain, November 9-12, 2015 Proceedings

This book constitutes the refereed proceedings of the 16th Conference of the Spanish Association for Artificial Intelligence, CAEPIA 2015, held in Alb...