Presents a detailed study of the major design components that constitute a top-down decision-tree induction algorithm, including aspects such as split criteria, stopping criteria, pruning and the approaches for dealing with missing values. Whereas the strategy still employed nowadays is to use a 'generic' decision-tree induction...
Socrates, the largely enigmatic Greek thinker, is universally considered to have laid the foundations of western philosophy. His philosophy, available to us through the early dialogues of Plato and the writings of his contemporaries, has had a remarkably enduring influence on virtually every area of philosophical enterprise .
Panikartige Ängste sind enorm verbreitet. Die Angstzustände sind verbunden mit meist heftigen körperlichen Reaktionen, wie Schwindel, Herzklopfen oder Schweißausbrüchen. Sie quälen und schränken Betroffene zusehends ein. Angstpatientinnen und -patienten...
Das Buch ist als Einführung konzipiert, die einen umfassenden und interdisziplinären Überblick zum Phänomen Radio bietet. Radio ist das älteste der elektronischen Medien, vermag in der Nutzungsdauer mit dem Fernsehen zu konkurrieren, gleichwohl kommt es über die Rolle eines ´Nebenher´-Mediums selten...
Seit Jahrhunderten sind Menschen fasziniert von Zahlen. Zahlen sind jedem vertraut und bilden ein wesentliches Fundament für unser Verständnis der Welt. Und doch ist uns das Zahlensystem nicht „einfach so“ gegeben, sondern es hat sich über Jahrtausende entwickelt. Trotz aller Fortschritte kann auch heute noch jedes...
This new edition of the widely read Evolution in Four Dimensions has been revised to reflect the spate of new discoveries in biology since the book was first published in 2005, offering corrections, an updated bibliography, and a substantial new chapter. Eva Jablonka and Marion Lamb's pioneering argument proposes that there is more...
The book is a valuable research tool-kit for innovators, amateur & professionals alike. Additionally, College & University faculties on Engineering, who organize yearly workshops internationally will find hundreds of novel themes to choose from. Some teachers might just secretly buy this book to introduce out-of-box brain-teasers in...
The book that looks at mercury's impact on the planet today
Recent research by the EPA has concluded that one in six women of childbearing age have unsafe levels of mercury in their bodies, which puts 630,000 newborn babies each year at risk of neurological impairment. Mercury poses severe risks to the health of animals and...
A complete introduction to building robust and reliable software
Beginning Software Engineering demystifies the software engineering methodologies and techniques that professional developers use to design and build robust, efficient, and consistently reliable software. Free of jargon and assuming no previous...
Plato's account of the tripartite soul is a memorable feature of dialogues like the Republic, Phaedrus and Timaeus: it is one of his most famous and influential yet least understood theories. It presents human nature as both essentially multiple and diverse - and yet somehow also one - divided into a fully human 'rational' part, a...
This volume contains both methodological papers showing new original methods, and papers on applications illustrating how new domain-specific knowledge can be made available from data by clever use of data analysis methods. The volume is subdivided in three parts: Classification and Data Analysis; Data Mining; and Applications. The selection...
Aimed at graduates and researchers, and requiring only a basic knowledge of multi-variable calculus, this introduction to computer-based partial differential equation (PDE) modeling provides readers with the practical methods necessary to develop and use PDE mathematical models in biomedical engineering. Taking an applied approach, rather...
