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The increasing availability of data in our current, information overloaded society has led to the need for valid tools for its modelling and analysis. Data mining and applied statistical methods are the appropriate tools to extract knowledge from such data. This book provides an accessible introduction to data mining methods in a consistent and application oriented statistical framework, using case studies drawn from real industry projects and highlighting the use of data mining methods in a variety of business applications.

Introduces data mining methods and applications.Covers classical...

The book aims at providing an overview of the main economic issues related to tourism activities. While tourism is an important sector, contributing to more than 10% of the European Union's GDP, research and teaching at the university level has only recently grown to a considerable level, and the field still lacks a firm research methodology. This book approaches tourism economics as an applied field of study in which tourism markets are represented as imperfect markets, with asymmetric and incomplete information among agents, bounded rationality, and with a strong presence of externalities...