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The new edition of this textbook presents a practical, updated approach to predictive analytics for classroom learning. The authors focus on using... Læs mere
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Offering an introduction to the field of expert/knowledge based systems, this text covers current and... Læs mere
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This handbook highlights some of the major global expert system trends and activities, based upon an analysis of the first three World Congresses on Expert Systems in expert systems technology and applications.
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However, since the late nineties, many new methods have been developed and nonlinear dimensionality reduction, also called manifold learning, has become a hot topic.... Læs mere
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This book presents a series of studies that demonstrate the value of interactions between... Læs mere
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This book has two main goals: to define data science through the work of data scientists and their results, namely data products, while... Læs mere
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This book offers a clear and comprehensive introduction to broad learning, one of the novel learning problems studied in data mining and machine learning.
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This volume features selected, refereed papers on various aspects of statistics, matrix theory and its applications to statistics,... Læs mere
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This book provides an overview of data mining methods demonstrated by software. Chapter 3 covers fundamentals of market basket analysis, and Chapter 4 provides demonstration of RFM modeling, a basic marketing data mining tool.