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Author : Helmuth Späth
Publisher :
ISBN 13 : 9780853127369
Total Pages : 0 pages
Book Rating : 4.1/5 (273 download)
Download or read book Cluster Dissection and Analysis written by Helmuth Späth and published by . This book was released on 1985 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Helmuth Späth
Publisher : Horwood Publishing Limited
ISBN 13 :
Total Pages : 236 pages
Book Rating : 4.:/5 (318 download)
Download or read book Cluster Dissection and Analysis written by Helmuth Späth and published by Horwood Publishing Limited. This book was released on 1985 with total page 236 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Christian Hennig
Publisher : CRC Press
ISBN 13 : 1466551895
Total Pages : 753 pages
Book Rating : 4.4/5 (665 download)
Download or read book Handbook of Cluster Analysis written by Christian Hennig and published by CRC Press. This book was released on 2015-12-16 with total page 753 pages. Available in PDF, EPUB and Kindle. Book excerpt: Handbook of Cluster Analysis provides a comprehensive and unified account of the main research developments in cluster analysis. Written by active, distinguished researchers in this area, the book helps readers make informed choices of the most suitable clustering approach for their problem and make better use of existing cluster analysis tools.The
Author : Brian S. Everitt
Publisher : John Wiley & Sons
ISBN 13 : 0470978449
Total Pages : 302 pages
Book Rating : 4.4/5 (79 download)
Download or read book Cluster Analysis written by Brian S. Everitt and published by John Wiley & Sons. This book was released on 2011-01-14 with total page 302 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cluster analysis comprises a range of methods for classifying multivariate data into subgroups. By organizing multivariate data into such subgroups, clustering can help reveal the characteristics of any structure or patterns present. These techniques have proven useful in a wide range of areas such as medicine, psychology, market research and bioinformatics. This fifth edition of the highly successful Cluster Analysis includes coverage of the latest developments in the field and a new chapter dealing with finite mixture models for structured data. Real life examples are used throughout to demonstrate the application of the theory, and figures are used extensively to illustrate graphical techniques. The book is comprehensive yet relatively non-mathematical, focusing on the practical aspects of cluster analysis. Key Features: Presents a comprehensive guide to clustering techniques, with focus on the practical aspects of cluster analysis Provides a thorough revision of the fourth edition, including new developments in clustering longitudinal data and examples from bioinformatics and gene studies./li> Updates the chapter on mixture models to include recent developments and presents a new chapter on mixture modeling for structured data Practitioners and researchers working in cluster analysis and data analysis will benefit from this book.
Author : Chris Chatfield
Publisher : Routledge
ISBN 13 : 1351436791
Total Pages : 248 pages
Book Rating : 4.3/5 (514 download)
Download or read book Introduction to Multivariate Analysis written by Chris Chatfield and published by Routledge. This book was released on 2018-02-19 with total page 248 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides an introduction to the analysis of multivariate data.It describes multivariate probability distributions, the preliminary analysisof a large -scale set of data, princ iple component and factor analysis,traditional normal theory material, as well as multidimensional scaling andcluster analysis.Introduction to Multivariate Analysis provides a reasonable blend oftheory and practice. Enough theory is given to introduce the concepts andto make the topics mathematically interesting. In addition the authors discussthe use (and misuse) of the techniques in pra ctice and present appropriatereal-life examples from a variety of areas includ ing agricultural research,soc iology and crim inology. The book should be suitable both for researchworkers and as a text for students taking a course on multivariate analysis.
Author : Phipps Arabie
Publisher : World Scientific
ISBN 13 : 9789810212872
Total Pages : 508 pages
Book Rating : 4.2/5 (128 download)
Download or read book Clustering and Classification written by Phipps Arabie and published by World Scientific. This book was released on 1996 with total page 508 pages. Available in PDF, EPUB and Kindle. Book excerpt: At a moderately advanced level, this book seeks to cover the areas of clustering and related methods of data analysis where major advances are being made. Topics include: hierarchical clustering, variable selection and weighting, additive trees and other network models, relevance of neural network models to clustering, the role of computational complexity in cluster analysis, latent class approaches to cluster analysis, theory and method with applications of a hierarchical classes model in psychology and psychopathology, combinatorial data analysis, clusterwise aggregation of relations, review of the Japanese-language results on clustering, review of the Russian-language results on clustering and multidimensional scaling, practical advances, and significance tests.
Author : Timothy A. Philpot
Publisher : Wiley
ISBN 13 : 9780470273838
Total Pages : 226 pages
Book Rating : 4.2/5 (738 download)
Download or read book WileyPLUS Stand-alone to accompany Mechanics of Materials: An Integrated Learning System written by Timothy A. Philpot and published by Wiley. This book was released on 2008-10-03 with total page 226 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Boris Mirkin
Publisher : CRC Press
ISBN 13 : 1439838429
Total Pages : 374 pages
Book Rating : 4.4/5 (398 download)
Download or read book Clustering written by Boris Mirkin and published by CRC Press. This book was released on 2016-04-19 with total page 374 pages. Available in PDF, EPUB and Kindle. Book excerpt: Often considered more of an art than a science, books on clustering have been dominated by learning through example with techniques chosen almost through trial and error. Even the two most popular, and most related, clustering methods-K-Means for partitioning and Ward's method for hierarchical clustering-have lacked the theoretical underpinning req
Author : Boris Mirkin
Publisher : Springer Science & Business Media
ISBN 13 : 1461304571
Total Pages : 439 pages
Book Rating : 4.4/5 (613 download)
Download or read book Mathematical Classification and Clustering written by Boris Mirkin and published by Springer Science & Business Media. This book was released on 2013-12-01 with total page 439 pages. Available in PDF, EPUB and Kindle. Book excerpt: I am very happy to have this opportunity to present the work of Boris Mirkin, a distinguished Russian scholar in the areas of data analysis and decision making methodologies. The monograph is devoted entirely to clustering, a discipline dispersed through many theoretical and application areas, from mathematical statistics and combina torial optimization to biology, sociology and organizational structures. It compiles an immense amount of research done to date, including many original Russian de velopments never presented to the international community before (for instance, cluster-by-cluster versions of the K-Means method in Chapter 4 or uniform par titioning in Chapter 5). The author's approach, approximation clustering, allows him both to systematize a great part of the discipline and to develop many in novative methods in the framework of optimization problems. The optimization methods considered are proved to be meaningful in the contexts of data analysis and clustering. The material presented in this book is quite interesting and stimulating in paradigms, clustering and optimization. On the other hand, it has a substantial application appeal. The book will be useful both to specialists and students in the fields of data analysis and clustering as well as in biology, psychology, economics, marketing research, artificial intelligence, and other scientific disciplines. Panos Pardalos, Series Editor.
Author : Reinhold Decker
Publisher : Springer Science & Business Media
ISBN 13 : 3540709819
Total Pages : 689 pages
Book Rating : 4.5/5 (47 download)
Download or read book Advances in Data Analysis written by Reinhold Decker and published by Springer Science & Business Media. This book was released on 2007-03-24 with total page 689 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book focuses on exploratory data analysis, learning of latent structures in datasets, and unscrambling of knowledge. Coverage details a broad range of methods from multivariate statistics, clustering and classification, visualization and scaling as well as from data and time series analysis. It provides new approaches for information retrieval and data mining and reports a host of challenging applications in various fields.
Author : Paula Brito
Publisher : Springer Science & Business Media
ISBN 13 : 3540735585
Total Pages : 619 pages
Book Rating : 4.5/5 (47 download)
Download or read book Selected Contributions in Data Analysis and Classification written by Paula Brito and published by Springer Science & Business Media. This book was released on 2007-08-27 with total page 619 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume presents recent methodological developments in data analysis and classification. It covers a wide range of topics, including methods for classification and clustering, dissimilarity analysis, consensus methods, conceptual analysis of data, and data mining and knowledge discovery in databases. The book also presents a wide variety of applications, in fields such as biology, micro-array analysis, cyber traffic, and bank fraud detection.
Author : Thomas Meinguet
Publisher : Presses univ. de Louvain
ISBN 13 : 287463235X
Total Pages : 173 pages
Book Rating : 4.8/5 (746 download)
Download or read book Heavy Tailed Functional Time Series written by Thomas Meinguet and published by Presses univ. de Louvain. This book was released on 2010-08 with total page 173 pages. Available in PDF, EPUB and Kindle. Book excerpt: The goal of this thesis is to treat the temporal tail dependence and the cross-sectional tail dependence of heavy tailed functional time series. Functional time series are aimed at modelling spatio-temporal phenomena; for instance rain, temperature, pollution on a given geographical area, with temporally dependent observations. Heavy tails mean that the series can exhibit much higher spikes than with Gaussian distributions for instance. In such cases, second moments cannot be assumed to exist, violating the basic assumption in standard functional data analysis based on the sequence of autocovariance operators. As for random variables, regular variation provides the mathematical backbone for a coherent theory of extreme values. The main tools introduced in this thesis for a regularly varying functional time series are its tail process and its spectral process. These objects capture all the aspects of the probability distribution of extreme values jointly over time and space. The development of the tail and spectral process for heavy tailed functional time series is followed by three theoretical applications. The first application is a characterization of a variety of indices and objects describing the extremal behavior of the series: the extremal index, tail dependence coefficients, the extremogram and the point process of extremes. The second is the computation of an explicit expression of the tail and spectral processes for heavy tailed linear functional time series. The third and final application is the introduction and the study of a model for the spatio-temporal dependence for functional time series called maxima of moving maxima of continuous functions (CM3 processes), with the development of an estimation method.
Author : Leonard Kaufman
Publisher : John Wiley & Sons
ISBN 13 : 0470317485
Total Pages : 368 pages
Book Rating : 4.4/5 (73 download)
Download or read book Finding Groups in Data written by Leonard Kaufman and published by John Wiley & Sons. This book was released on 2009-09-25 with total page 368 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Wiley-Interscience Paperback Series consists of selected books that have been made more accessible to consumers in an effort to increase global appeal and general circulation. With these new unabridged softcover volumes, Wiley hopes to extend the lives of these works by making them available to future generations of statisticians, mathematicians, and scientists. "Cluster analysis is the increasingly important and practical subject of finding groupings in data. The authors set out to write a book for the user who does not necessarily have an extensive background in mathematics. They succeed very well." —Mathematical Reviews "Finding Groups in Data [is] a clear, readable, and interesting presentation of a small number of clustering methods. In addition, the book introduced some interesting innovations of applied value to clustering literature." —Journal of Classification "This is a very good, easy-to-read, and practical book. It has many nice features and is highly recommended for students and practitioners in various fields of study." —Technometrics An introduction to the practical application of cluster analysis, this text presents a selection of methods that together can deal with most applications. These methods are chosen for their robustness, consistency, and general applicability. This book discusses various types of data, including interval-scaled and binary variables as well as similarity data, and explains how these can be transformed prior to clustering.
Author : Steven Struhl
Publisher : Kogan Page Publishers
ISBN 13 : 0749474025
Total Pages : 272 pages
Book Rating : 4.7/5 (494 download)
Download or read book Practical Text Analytics written by Steven Struhl and published by Kogan Page Publishers. This book was released on 2015-07-03 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: In an age where customer opinion and feedback can have an immediate, major effect upon the success of a business or organization, marketers must have the ability to analyze unstructured data in everything from social media and internet reviews to customer surveys and phone logs. Practical Text Analytics is an essential daily reference resource, providing real-world guidance on the effective application of text analytics. The book presents the analysis process so that it is immediately understood by the marketing professionals who must use it, so they can apply proven concepts and methods correctly and with confidence. By decoding industry terminology and demonstrating practical application of data models once reserved for experts, Practical Text Analytics shows marketers how to frame the right questions, identify key themes and find hidden meaning from unstructured data. Readers will learn to develop powerful new marketing strategies to elevate customer experience, solidify brand value and elevate reputation. Online resources include self-test questions, chapter review Q&A and an Instructor's Manual with text sources and instructions.
Author : Henrik I. Christensen
Publisher : IOS Press
ISBN 13 : 1607506122
Total Pages : 296 pages
Book Rating : 4.6/5 (75 download)
Download or read book Intelligent Autonomous Systems 11 written by Henrik I. Christensen and published by IOS Press. This book was released on 2010 with total page 296 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author : Alain Jaquemin-Sablon
Publisher : Springer Science & Business Media
ISBN 13 : 364261115X
Total Pages : 246 pages
Book Rating : 4.6/5 (426 download)
Download or read book Flow and Image Cytometry written by Alain Jaquemin-Sablon and published by Springer Science & Business Media. This book was released on 2013-06-29 with total page 246 pages. Available in PDF, EPUB and Kindle. Book excerpt: Image analysis and flow cytometry are complementary techniques which provide new insights into essential aspects of cell biology. This book presents an up-to-date overview of current ideas and methods in these domains. It consists of three parts. Part I, "Membrane Dynamics and Function", deals with adhesion molecules, membrane pump dynamics, membrane fusion and endocytosis, membrane potential, T-cell homing and cytoskeleton, etc. The second part focuses on problems of cell proliferation, chromosome analysis and sorting, apoptosis, imaging cytometry of fixed and living cells, image analysis for gene mapping from flow-sorted chromosomes, chromatin organization, and liposome-mediated delivery of DNA binding drugs. The third part covers data management systems, cell sorting techniques and microscopy.
Author : Jiajie Peng
Publisher : Frontiers Media SA
ISBN 13 : 2889761746
Total Pages : 160 pages
Book Rating : 4.8/5 (897 download)
Download or read book Data Mining and Statistical Methods for Knowledge Discovery in Diseases Based on Multimodal Omics written by Jiajie Peng and published by Frontiers Media SA. This book was released on 2022-06-06 with total page 160 pages. Available in PDF, EPUB and Kindle. Book excerpt:
