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Provides all the fundamental algorithms for outlier analysis in great detail including those for advanced data types, including specific insights into when and why particular algorithms work effectivelyDiscusses the latest ideas in the field such as outlier ensembles, matrix factorization, kernel methods, and neural networksCovers theoretical and practical aspects of outlier analysis including specific practical details for accurate implementationOffers numerous illustrations and exercises for classroom teaching, including a solution
Provides all the fundamental algorithms for outlier analysis in great detail including those for advanced data types, including specific insights into when and why particular algorithms work effectivelyDiscusses the latest ideas in the field such as outlier ensembles, matrix factorization, kernel
This textbook explores the different aspects of data mining from the fundamentals to the complex data types and their applications, capturing the wide diversity of problem domains for data mining issues. It goes beyond the traditional focus on data mining problems to introduce advanced data types
A comprehensive overview of geopressure analysis explaining the mechanical and thermal processes that generate excess pore pressures. Providing a physical and geological basis for understanding geopressure, its prediction and detection, this is an ideal for geoscience students and researchers
Equities are generally perceived to be more volatile than fixed income investments. Many risk averse investors are unable to digest the daily ups and downs in the prices of equities. They also feel that, from a historical perspective, equities are overpriced and thus are not comfortable taking
Principles of Analysis: Measure, Integration, Functional Analysis, and Applications prepares readers taking advanced courses in analysis, probability, harmonic analysis, and applied mathematics at the doctoral level. It is also designed so that the reader or instructor may select topics suitable to
This book provides an expert introduction to audio forensics, an essential specialty in modern forensic science, equipping readers with the fundamental background necessary to understand and participate in this exciting and important field of study. Modern audio forensic analysis combines skills in
Learn How to Design Effective Visualization SystemsVisualization Analysis and Design provides a systematic, comprehensive framework for thinking about visualization in terms of principles and design choices. The book features a unified approach encompassing information visualization techniques for
Better analysis for more accurate international financial valuation International Financial Statement Analysis, 4th Edition provides the most up-to-date detail for the successful assessment of company performance and financial position regardless of country of origin. The seasoned experts at the
Based on lectures presented at the summer school on Harmonic Analysis, this voluume offers fresh, concise, and high-level introductions to recent developments in the field, often with new arguments not found
An essential re-evaluation of the complex triumphs and tragedies of Jimmy Carter's presidential legacy--from the expert biographer and Pulitzer Prize-winning co-author of American Prometheus 'This is superior history, superbly researched and marvelously written.'--Douglas Brinkley, New York Times
Fundamentals of Brain Network Analysis is a comprehensive and accessible introduction to methods for unraveling the extraordinary complexity of neuronal connectivity. From the perspective of graph theory and network science, this book introduces, motivates and explains techniques for modeling brain
A legendary value investor on security analysis for a modern era This book outlines Whitman's approach to business and security analysis that departs from most conventional security analysts. This approach has more in common with corporate finance than it does with the conventional approach. The
A clear and thorough introduction to meta-analysis, the process of synthesizing data from a series of separate studies. The first edition of this text was widely acclaimed for the clarity of the presentation, and quickly established itself as the definitive text in this field. The fully updated
A guide to the new research in the field of fractional order analysis Fractional Order Analysis contains the most recent research findings in fractional order analysis and its applications. The authors--noted experts on the topic--offer an examination of the theory, methods, applications, and the
How to use nonlinear dynamic models in policy analysis.Policymakers need quantitative as well as qualitative answers to pressing policy questions. Because of advances in computational methods, quantitative estimates are now derived from coherent nonlinear dynamic macroeconomic models embodying
This extensively researched and elegantly written study offers a fine-grained analysis of the origins of the Chinese Communist Revolution in the countryside. Building on decades of research in newly available sources and multiple trips to Jiangxi, Stephen Averill provides a definitive local
A self-contained introduction to abstract interpretation-based static analysis, an essential resource for students, developers, and users.Static program analysis, or static analysis, aims to discover semantic properties of programs without running them. It plays an important role in all phases of
Critical insights for savvy financial analysts Financial Planning & Analysis and Performance Management is the essential desk reference for CFOs, FP&A professionals, investment banking professionals, and equity research analysts. With thought-provoking discussion and refreshing perspective, this