Classification Clustering And Data Analysis
Download Classification Clustering And Data Analysis full books in PDF, epub, and Kindle. Read online free Classification Clustering And Data Analysis ebook anywhere anytime directly on your device. Fast Download speed and no annoying ads. We cannot guarantee that every ebooks is available!
Classification Clustering and Data Analysis
Author | : Krzystof Jajuga,Andrzej Sokolowski,Hans-Hermann Bock |
Publsiher | : Springer Science & Business Media |
Total Pages | : 468 |
Release | : 2012-12-06 |
Genre | : Computers |
ISBN | : 9783642561818 |
Download Classification Clustering and Data Analysis Book in PDF, Epub and Kindle
The book presents a long list of useful methods for classification, clustering and data analysis. By combining theoretical aspects with practical problems, it is designed for researchers as well as for applied statisticians and will support the fast transfer of new methodological advances to a wide range of applications.
Classification Clustering and Data Mining Applications
Author | : David Banks,Leanna House,Frederick R. McMorris,Phipps Arabie,Wolfgang A. Gaul |
Publsiher | : Springer Science & Business Media |
Total Pages | : 642 |
Release | : 2011-01-07 |
Genre | : Language Arts & Disciplines |
ISBN | : 9783642171031 |
Download Classification Clustering and Data Mining Applications Book in PDF, Epub and Kindle
This volume describes new methods with special emphasis on classification and cluster analysis. These methods are applied to problems in information retrieval, phylogeny, medical diagnosis, microarrays, and other active research areas.
Data Science
Author | : Francesco Palumbo,Angela Montanari,Maurizio Vichi |
Publsiher | : Springer |
Total Pages | : 342 |
Release | : 2017-07-04 |
Genre | : Mathematics |
ISBN | : 9783319557236 |
Download Data Science Book in PDF, Epub and Kindle
This edited volume on the latest advances in data science covers a wide range of topics in the context of data analysis and classification. In particular, it includes contributions on classification methods for high-dimensional data, clustering methods, multivariate statistical methods, and various applications. The book gathers a selection of peer-reviewed contributions presented at the Fifteenth Conference of the International Federation of Classification Societies (IFCS2015), which was hosted by the Alma Mater Studiorum, University of Bologna, from July 5 to 8, 2015.
Model Based Clustering and Classification for Data Science
Author | : Charles Bouveyron,Gilles Celeux,T. Brendan Murphy,Adrian E. Raftery |
Publsiher | : Cambridge University Press |
Total Pages | : 446 |
Release | : 2019-07-25 |
Genre | : Business & Economics |
ISBN | : 9781108494205 |
Download Model Based Clustering and Classification for Data Science Book in PDF, Epub and Kindle
Colorful example-rich introduction to the state-of-the-art for students in data science, as well as researchers and practitioners.
Clustering and Classification
Author | : Phipps Arabie,Geert de Soete |
Publsiher | : World Scientific |
Total Pages | : 508 |
Release | : 1996 |
Genre | : Mathematics |
ISBN | : 9810212879 |
Download Clustering and Classification Book in PDF, Epub and Kindle
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.
Classification Clustering and Data Analysis
Author | : Krzystof Jajuga,Andrzej Sokolowski,Hans Hermann Bock |
Publsiher | : Unknown |
Total Pages | : 508 |
Release | : 2002-06-26 |
Genre | : Electronic Book |
ISBN | : 3642561829 |
Download Classification Clustering and Data Analysis Book in PDF, Epub and Kindle
Selected Contributions in Data Analysis and Classification
Author | : Paula Brito |
Publsiher | : Springer Science & Business Media |
Total Pages | : 619 |
Release | : 2007-08-27 |
Genre | : Computers |
ISBN | : 9783540735588 |
Download Selected Contributions in Data Analysis and Classification Book in PDF, Epub and Kindle
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.
New Approaches in Classification and Data Analysis
Author | : Edwin Diday,Yves Lechevallier,Martin Schader,Patrice Bertrand,Bernard Burtschy |
Publsiher | : Springer Science & Business Media |
Total Pages | : 695 |
Release | : 2013-03-14 |
Genre | : Business & Economics |
ISBN | : 9783642511752 |
Download New Approaches in Classification and Data Analysis Book in PDF, Epub and Kindle
The subject of this book is the analysis and processing of structural or quantitative data with emphasis on classification methods, new algorithms as well as applications in various fields related to data analysis and classification. The book presents the state of the art in world-wide research and application of methods from the fields indicated above and consists of survey papers as well as research papers.