Classification Data Analysis And Knowledge Organization

Author : Hans-Hermann Bock,Peter Ihm
Publisher : Springer Science & Business Media
Page : 404 pages
File Size : 52,9 Mb
Release : 2012-12-06
Category : Business & Economics
ISBN : 9783642763076

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Classification, Data Analysis, and Knowledge Organization by Hans-Hermann Bock,Peter Ihm Pdf

In science, industry, public administration and documentation centers large amounts of data and information are collected which must be analyzed, ordered, visualized, classified and stored efficiently in order to be useful for practical applications. This volume contains 50 selected theoretical and applied papers presenting a wealth of new and innovative ideas, methods, models and systems which can be used for this purpose. It combines papers and strategies from two main streams of research in an interdisciplinary, dynamic and exciting way: On the one hand, mathematical and statistical methods are described which allow a quantitative analysis of data, provide strategies for classifying objects or making exploratory searches for interesting structures, and give ways to make comprehensive graphical displays of large arrays of data. On the other hand, papers related to information sciences, informatics and data bank systems provide powerful tools for representing, modelling, storing and retrieving facts, data and knowledge characterized by qualitative descriptors, semantic relations, or linguistic concepts. The integration of both fields and a special part on applied problems from biology, medicine, archeology, industry and administration assure that this volume will be informative and useful for theory and practice.

Author : Wolfgang A. Gaul,Dietmar Pfeifer
Publisher : Springer Science & Business Media
Page : 472 pages
File Size : 54,5 Mb
Release : 2013-03-12
Category : Mathematics
ISBN : 9783642799990

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From Data to Knowledge by Wolfgang A. Gaul,Dietmar Pfeifer Pdf

The subject of this book is the incorporation and integration of mathematical and statistical techniques and information science topics into the field of classification, data analysis, and knowledge organization. Readers will find survey papers as well as research papers and reports on newest results. The papers are a combination of theoretical issues and applications in special fields: Spatial Data Analysis, Economics, Medicine, Biology, and Linguistics.

Author : Hans Hermann Bock,Peter Ihm
Publisher : Unknown
Page : 412 pages
File Size : 48,9 Mb
Release : 1991-02-05
Category : Electronic
ISBN : 3642763081

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Classification, Data Analysis, and Knowledge Organization by Hans Hermann Bock,Peter Ihm Pdf

Author : Edwin Diday,Yves Lechevallier,Martin Schader,Patrice Bertrand,Bernard Burtschy
Publisher : Springer Science & Business Media
Page : 695 pages
File Size : 49,8 Mb
Release : 2013-03-14
Category : Business & Economics
ISBN : 9783642511752

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New Approaches in Classification and Data Analysis by Edwin Diday,Yves Lechevallier,Martin Schader,Patrice Bertrand,Bernard Burtschy Pdf

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.

Author : Antonio Giusti,Gunter Ritter,Maurizio Vichi
Publisher : Springer Science & Business Media
Page : 291 pages
File Size : 44,9 Mb
Release : 2012-12-18
Category : Mathematics
ISBN : 9783642288944

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Classification and Data Mining by Antonio Giusti,Gunter Ritter,Maurizio Vichi Pdf

​​​​​​​​​This volume contains both methodological papers showing new original methods, and papers on applications illustrating how new domain-specific knowledge can be made available from data by clever use of data analysis methods. The volume is subdivided in three parts: Classification and Data Analysis; Data Mining; and Applications. The selection of peer reviewed papers had been presented at a meeting of classification societies held in Florence, Italy, in the area of "Classification and Data Mining".​

Author : Gesellschaft für Klassifikation. Jahrestagung,Hans Hermann Bock,Peter Ihm
Publisher : Springer
Page : 414 pages
File Size : 45,7 Mb
Release : 1991
Category : Reference
ISBN : UOM:39015021837490

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Classification, Data Analysis, and Knowledge Organization Models and Methods with Applications by Gesellschaft für Klassifikation. Jahrestagung,Hans Hermann Bock,Peter Ihm Pdf

Author : Myra Spiliopoulou,Lars Schmidt-Thieme,Ruth Janning
Publisher : Springer Science & Business Media
Page : 470 pages
File Size : 51,5 Mb
Release : 2013-11-26
Category : Computers
ISBN : 9783319015958

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Data Analysis, Machine Learning and Knowledge Discovery by Myra Spiliopoulou,Lars Schmidt-Thieme,Ruth Janning Pdf

Data analysis, machine learning and knowledge discovery are research areas at the intersection of computer science, artificial intelligence, mathematics and statistics. They cover general methods and techniques that can be applied to a vast set of applications such as web and text mining, marketing, medicine, bioinformatics and business intelligence. This volume contains the revised versions of selected papers in the field of data analysis, machine learning and knowledge discovery presented during the 36th annual conference of the German Classification Society (GfKl). The conference was held at the University of Hildesheim (Germany) in August 2012. ​

Author : International Federation of Classification Societies. Conference
Publisher : Springer
Page : 0 pages
File Size : 46,7 Mb
Release : 2006
Category : Cluster analysis
ISBN : 6610627371

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Data Science and Classification by International Federation of Classification Societies. Conference Pdf

Provides methodological developments in data analysis and classification. Apart from structural and theoretical results, this book, of value to researchers, shows how to apply the developments to a variety of problems, for example, in medicine, microarray analysis, social network structures, and music.

Author : Krzystof Jajuga,Andrzej Sokolowski,Hans-Hermann Bock
Publisher : Springer Science & Business Media
Page : 468 pages
File Size : 46,8 Mb
Release : 2012-12-06
Category : Computers
ISBN : 9783642561818

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Classification, Clustering, and Data Analysis by Krzystof Jajuga,Andrzej Sokolowski,Hans-Hermann Bock Pdf

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.

Author : Henk A.L. Kiers,Jean-Paul Rasson,Patrick J.F. Groenen,Martin Schader
Publisher : Springer Science & Business Media
Page : 428 pages
File Size : 41,6 Mb
Release : 2012-12-06
Category : Mathematics
ISBN : 9783642597893

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Data Analysis, Classification, and Related Methods by Henk A.L. Kiers,Jean-Paul Rasson,Patrick J.F. Groenen,Martin Schader Pdf

This volume contains a selection of papers presented at the Seven~h Confer ence of the International Federation of Classification Societies (IFCS-2000), which was held in Namur, Belgium, July 11-14,2000. From the originally sub mitted papers, a careful review process involving two reviewers per paper, led to the selection of 65 papers that were considered suitable for publication in this book. The present book contains original research contributions, innovative ap plications and overview papers in various fields within data analysis, classifi cation, and related methods. Given the fast publication process, the research results are still up-to-date and coincide with their actual presentation at the IFCS-2000 conference. The topics captured are: • Cluster analysis • Comparison of clusterings • Fuzzy clustering • Discriminant analysis • Mixture models • Analysis of relationships data • Symbolic data analysis • Regression trees • Data mining and neural networks • Pattern recognition • Multivariate data analysis • Robust data analysis • Data science and sampling The IFCS (International Federation of Classification Societies) The IFCS promotes the dissemination of technical and scientific information data analysis, classification, related methods, and their applica concerning tions.

Author : Berthold Lausen,Dirk Van den Poel,Alfred Ultsch
Publisher : Springer Science & Business Media
Page : 547 pages
File Size : 50,7 Mb
Release : 2013-08-28
Category : Computers
ISBN : 9783319000350

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Algorithms from and for Nature and Life by Berthold Lausen,Dirk Van den Poel,Alfred Ultsch Pdf

This volume provides approaches and solutions to challenges occurring at the interface of research fields such as, e.g., data analysis, data mining and knowledge discovery, computer science, operations research, and statistics. In addition to theory-oriented contributions various application areas are included. Moreover, traditional classification research directions concerning network data, graphs, and social relationships as well as statistical musicology describe examples for current interest fields tackled by the authors. The book comprises a total of 55 selected papers presented at the Joint Conference of the German Classification Society (GfKl), the German Association for Pattern Recognition (DAGM), and the Symposium of the International Federation of Classification Societies (IFCS) in 2011.​

Author : Krzysztof Jajuga,Jacek Batóg,Marek Walesiak
Publisher : Springer Nature
Page : 334 pages
File Size : 54,8 Mb
Release : 2020-08-28
Category : Business & Economics
ISBN : 9783030523480

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Classification and Data Analysis by Krzysztof Jajuga,Jacek Batóg,Marek Walesiak Pdf

This volume gathers peer-reviewed contributions on data analysis, classification and related areas presented at the 28th Conference of the Section on Classification and Data Analysis of the Polish Statistical Association, SKAD 2019, held in Szczecin, Poland, on September 18–20, 2019. Providing a balance between theoretical and methodological contributions and empirical papers, it covers a broad variety of topics, ranging from multivariate data analysis, classification and regression, symbolic (and other) data analysis, visualization, data mining, and computer methods to composite measures, and numerous applications of data analysis methods in economics, finance and other social sciences. The book is intended for a wide audience, including researchers at universities and research institutions, graduate and doctoral students, practitioners, data scientists and employees in public statistical institutions.

Author : Ingo Balderjahn,Rudolf Mathar,Martin Schader
Publisher : Springer Science & Business Media
Page : 416 pages
File Size : 49,5 Mb
Release : 2013-03-12
Category : Business & Economics
ISBN : 9783642720871

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Classification, Data Analysis, and Data Highways by Ingo Balderjahn,Rudolf Mathar,Martin Schader Pdf

This volume presents 43 articles dealing with models and methods of data analysis and classification, statistics and stochastics, information systems and WWW- and Internet-related topics as well as many applications. These articles are selected from more than 100 papers presented at the 21st Annual Conference of the Gesellschaft für Klassifikation. Based on the submitted and revised papers six sections have been arranged: - Classification and Data Analysis - Mathematical and Statistical Methods - World Wide Web and the Internet - Speech and Pattern Recognition - Marketing.

Author : Daniel Baier,Klaus-Dieter Wernecke
Publisher : Springer Science & Business Media
Page : 620 pages
File Size : 48,9 Mb
Release : 2006-06-06
Category : Language Arts & Disciplines
ISBN : 9783540269816

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Innovations in Classification, Data Science, and Information Systems by Daniel Baier,Klaus-Dieter Wernecke Pdf

The volume presents innovations in data analysis and classification and gives an overview of the state of the art in these scientific fields and applications. Areas that receive considerable attention in the book are discrimination and clustering, data analysis and statistics, as well as applications in marketing, finance, and medicine. The reader will find material on recent technical and methodological developments and a large number of applications demonstrating the usefulness of the newly developed techniques.

Author : Gesellschaft für Klassifikation. Jahrestagung
Publisher : Springer Science & Business Media
Page : 706 pages
File Size : 48,7 Mb
Release : 1997-06-19
Category : Business & Economics
ISBN : 3540629815

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Classification and Knowledge Organization by Gesellschaft für Klassifikation. Jahrestagung Pdf

This volume presents 71 articles dealing with models and methods of data analysis and classification, statistics and stochastics, information systems and text analysis as well as manifold applications. Eight sections have been arranged: Data Analysis and Classification. Neural Networks and Pattern Recognition. Statistical Models and Methods. Information Systems: Design and Implementation. Text Analysis and Information Retrieval. Applications in Medicine. Applications in Economics and Social Sciences. Applications in Archaeology, Biology, Linguistics and Dialectometry. The grouping shows how theoretical aspects, applications and interdisciplinarities are interrelated in many respects.