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R and Data Mining
Examples and Case Studies
This book guides R users into data mining and helps data miners who use R in their work. It provides a how-to method using R for data mining applications from academia to industry. ItPresents an introduction into using R for data mining applications, covering most popular data mining techniquesProvides code examples and data so that readers can easily learn the techniquesFeatures case studies in real-world applications to help readers apply the techniques in their work and studiesThe R code and data for the book are provided at the RDataMining.com website.The book helps researchers in the field of data mining, postgraduate students who are interested in data mining, and data miners and analysts from industry. For the many universities that have cours...
The Nuts and Bolts of Proofs
An Introduction to Mathematical Proofs
3rd Edition
The Nuts and Bolts of Proof instructs students on the basic logic of mathematical proofs, showing how and why proofs of mathematical statements work. It provides them with techniques they can use to gain an inside view of the subject, reach other results, remember results more easily, or rederive them if the results are forgotten.A flow chart graphically demonstrates the basic steps in the construction of any proof and numerous examples illustrate the method and detail necessary to prove various kinds of theorems. * The "List of Symbols" has been extended.* Set Theory section has been strengthened with more examples and exercises.* Addition o...
Artificial Intelligence
2nd Edition
Artificial Intelligence is the study of how to build or program computers to enable them to do what minds can do. This volume discusses the ways in which computational ideas and computer modeling can aid our understanding of human and animal minds. Major theoretical approaches are outlined, as well as some promising recent developments. Fundamental philosophical questions are discussed along with topics such as: the differences between symbolic and connectionist AI, planning and problem solving, knowledge representation, learning, expert systems, vision, natural language, creativity, and human-computer interaction. This volume is suitable for any psych...
Fuzzy Sets and Systems
Theory and Applications
Fuzziness is not a priori an obvious concept and demands some explanation. "Fuzziness" is what Black (NF 1937) calls "vagueness" when he distinguishes it from "generality" and from "ambiguity". Generalizing refers to the application of a symbol to a multiplicity of objects in the field of reference ambiguity to the association of a finite number of alternative meaning having the same phonetic form. But, the fuzziness of a symol lies in the lack of well-defined boundaries of the set of objects to which this symbol applies....
Up and Running with AutoCAD 2014
2D and 3D Drawing and Modeling
Get "Up and Running" with AutoCAD using Gindis's combination of step-by-step instruction, examples, and insightful explanations. The emphasis from the beginning is on core concepts and practical application of AutoCAD in architecture, engineering and design. Equally useful in instructor-led classroom training, self-study, or as a professional reference, the book is written with the user in mind by a long-time AutoCAD professional and instructor based on what works in the industry and the classroom.Strips away complexities, both real and perceived, and reduces AutoCAD to easy-to-understand basic conceptsTeaches only what is essential to operating AutoCAD first, thereby immediately building student confidenceAll basic commands are documented ...
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