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Book
Software reliability growth models
Authors: ---
ISBN: 9811600252 9811600244 Year: 2021 Publisher: Singapore : Springer,


Book
Statistical learning and modeling in data analysis : methods and applications
Author:
ISBN: 3030699447 3030699439 Year: 2021 Publisher: Cham, Switzerland : Springer,


Book
Methods for the analysis of asymmetric proximity data
Authors: --- ---
ISBN: 9811631727 9811631719 Year: 2021 Publisher: Gateway East, Singapore : Springer,

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Abstract

This book provides an accessible introduction and practical guidelines to apply asymmetric multidimensional scaling, cluster analysis, and related methods to asymmetric one-mode two-way and three-way asymmetric data. A major objective of this book is to present to applied researchers a set of methods and algorithms for graphical representation and clustering of asymmetric relationships. Data frequently concern measurements of asymmetric relationships between pairs of objects from a given set (e.g., subjects, variables, attributes,…), collected in one or more matrices. Examples abound in many different fields such as psychology, sociology, marketing research, and linguistics and more recently several applications have appeared in technological areas including cybernetics, air traffic control, robotics, and network analysis. The capabilities of the presented algorithms are illustrated by carefully chosen examples and supported by extensive data analyses. A review of the specialized statistical software available for the applications is also provided. This monograph is highly recommended to readers who need a complete and up-to-date reference on methods for asymmetric proximity data analysis.


Book
Nonlinear Dimensionality Reduction Techniques
Authors: --- --- ---
ISBN: 9783030810269 Year: 2022 Publisher: Cham Springer International Publishing :Imprint: Springer


Book
Nonlinear dimensionality reduction techniques : a data structure preservation approach
Authors: --- ---
ISBN: 3030810259 3030810267 Year: 2022 Publisher: Cham, Switzerland : Springer,

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