This book introduces soft computing methods that extend the envelope of problems that data mining...

This book explores a proactive and domain-driven method to classification tasks. This novel proac...

SpringerBriefs present concise summaries of cutting-edge research and practical applications acro...

This third edition handbook describes in detail the classical methods as well as extensions and n...

This handbook organizes all major concepts, theories, methodologies, trends, challenges and appli...

This is the first comprehensive book dedicated entirely to the field of decision trees in data mi...

Researchers from various disciplines such as pattern recognition, statistics, and machine learnin...

Decision trees have become one of the most powerful and popular approaches in knowledge discovery...

This updated compendium provides a methodical introduction with a coherent and unified repository...

This third edition handbook describes in detail the classical methods as well as extensions and n...

This handbook organizes all major concepts, theories, methodologies, trends, challenges and appli...

Cluster analysis is a fundamental data analysis task that aims to group similar data points toget...