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

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

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

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

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

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

This second edition of a well-received text, with 20 new chapters, presents a coherent and unifie...

Data mining is the science and technology of exploring large and complex bodies of data in order ...

Data mining is the science and technology of exploring large and complex bodies of data in order ...

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

This book is a major update to the very successful first and second editions (2005 and 2010) of D...

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

This book is a major update to the very successful first and second editions (2005 and 2010) of D...

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

Recommender systems support the user with the decision-making and buying process. The explosive g...

Data Mining and Knowledge Discovery Handbook, 2nd Edition organizes the most current concepts, th...

Data Mining is the science and technology of exploring data in order to discover previously unkno...