This book is a thorough introduction to the most important topics in data mining and machine learning. It begins with a detailed review of classical function estimation and proceeds with chapters on nonlinear regression, classification, and ensemble methods. The final chapters focus on clustering, dimension reduction, variable selection, and...

Prominent bioethicists whose work is rooted in philosophy, religion, medicine, nursing, literature, history, and policy analysis join together to discuss their methods and professional insights, as well as to better define the field and its future development. Writing from the perspective of their own specialties, the authors: review just how...

Emotional Terrors in the Workplace: Protecting Your Business' Bottom Line is an...

One of the most striking features of mathematics is the fact that we are much more certain about the mathematical knowledge we have than about what mathematical knowledge is knowledge of. Are numbers, sets, functions and groups physical entities of some kind? Are they objectively existing objects in some non-physical, mathematical realm? Are...

This timely work reflects the growing importance of research into the nature of sleep and its medical aspects. One of the first of its kind, this work on the neuroimmunology of sleep provides an introduction to the interplay between these two key and interlinked areas. Written both from a basic and a clinical perspective, the volume is an...

Software modernisation or re-engineering as a concept lacksuniversal clarity. System Building with APL + Win seeks toclarify this problem by identifying the solution to the long termsurvival of the APL application as the elimination of APL specificconsiderations in the choice of a development tool. The authorshows how to deploy...

We are made of atoms. With each breath you inhale a million billion billion atoms of oxygen, which gives some idea of how small each one is. All of them, together with the carbon atoms in your skin, and indeed everything else on Earth, were cooked in a star some 5 billion years ago. So you are made of stuff that is as old as the planet,...

The 3rd edition Course Book includes: * All new reading texts from the Financial Times * All new case studies with opinions from successful consultants who work in the real world of business * All new listening texts reflecting the global nature of business * New 'Business Across Cultures' spreads * New Vocabulary Trainer...