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 Survey of Text Mining II: Clustering, Classification, and RetrievalThe proliferation of digital computing devices and their use in communication has resulted in an increased demand for systems and algorithms capable of mining textual data. Thus, the development of techniques for mining unstructured, semi-structured, and fully-structured textual data has become increasingly important in both academia and industry.... | | | | Machine Learning for Audio, Image and Video Analysis: Theory and ApplicationsMachine Learning involves several scientific domains including mathematics, computer science, statistics and biology, and is an approach that enables computers to automatically learn from data. Focusing on complex media and how to convert raw data into useful information, this book offers both introductory and advanced material in the combined... |
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Advanced Data Mining TechniquesThis book covers the fundamental concepts of data mining, to demonstrate the potential of gathering large sets of data, and analyzing these data sets to gain useful business understanding. The book is organized in three parts. Part I introduces concepts. Part II describes and demonstrates basic data mining algorithms. It also contains chapters on a... | | Distributed Programming Paradigms with Cryptography ApplicationsThis monograph describes a programming methodology based upon programming paradigms and generic programs and demonstates how distributed application programs can be developed by simple substitution of data structures and sequential procedures. The author introduces generic programs for two paradigms and shows how to derive new distributed programs... | | |
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| | Thesis Projects: A Guide for Students in Computer Science and Information Systems"The authors have written a short book for students doing final year projects in computer science and information systems. Because the authors are from Sweden, the details of the procedures and expectations will vary in other countries. However, in the hands of a discerning reader, this book could be useful at several levels, at many colleges... | | OpenGL Graphics Through ApplicationsThis book is the result of teaching computer graphics for one and two semester, year two/three undergraduate and postgraduate lecture courses in Computer Graphics. Throughout the book, theory is followed by implementation using C/C++ and complete programs are provided with suggestions for change to enhance student understanding. During 30 years of... |
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