Books by Francisco Herrera

This book provides a general overview of multiple instance learning (MIL), defining the framework and covering the central paradigms.

Data preprocessing includes the data reduction techniques, which aim at reducing the complexity of the data, detecting or removing irrelevant and noisy elements from the data.This book is intended to review the tasks that fill the gap between the data acquisition from the source and the data mining process.