Classification Data Analysis And Knowledge Organization Models And Methods With Applications

Author : Hans-Hermann Bock,Peter Ihm
Publisher : Springer Science & Business Media
Page : 404 pages
File Size : 55,5 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 : Gesellschaft für Klassifikation. Jahrestagung,Hans Hermann Bock,Peter Ihm
Publisher : Springer
Page : 414 pages
File Size : 41,6 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 : Hans Hermann Bock,Peter Ihm
Publisher : Unknown
Page : 412 pages
File Size : 48,5 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 : Wolfgang A. Gaul,Dietmar Pfeifer
Publisher : Springer Science & Business Media
Page : 472 pages
File Size : 40,8 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 : Krzysztof Jajuga,Jacek Batóg,Marek Walesiak
Publisher : Springer Nature
Page : 334 pages
File Size : 47,6 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 : Edwin Diday,Yves Lechevallier,Martin Schader,Patrice Bertrand,Bernard Burtschy
Publisher : Springer Science & Business Media
Page : 695 pages
File Size : 54,7 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 : Rüdiger Klar,Otto Opitz
Publisher : Springer Science & Business Media
Page : 693 pages
File Size : 44,9 Mb
Release : 2013-03-14
Category : Business & Economics
ISBN : 9783642590511

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Classification and Knowledge Organization by Rüdiger Klar,Otto Opitz Pdf

Large collections of data and information necessitate adequate methods for their analysis. The book presents such methods, proposes and discusses recent approaches and implementations and describes a series of practical applications.

Author : Krzysztof Jajuga,Krzysztof Najman,Marek Walesiak
Publisher : Springer Nature
Page : 352 pages
File Size : 46,7 Mb
Release : 2021-06-28
Category : Business & Economics
ISBN : 9783030751906

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Data Analysis and Classification by Krzysztof Jajuga,Krzysztof Najman,Marek Walesiak Pdf

This volume gathers peer-reviewed contributions that address a wide range of recent developments in the methodology and applications of data analysis and classification tools in micro and macroeconomic problems. The papers were originally presented at the 29th Conference of the Section on Classification and Data Analysis of the Polish Statistical Association, SKAD 2020, held in Sopot, Poland, September 7–9, 2020. Providing a balance between methodological contributions and empirical papers, the book is divided into five parts focusing on methodology, finance, economics, social issues and applications dealing with COVID-19 data. It is aimed at a wide audience, including researchers at universities and research institutions, graduate and doctoral students, practitioners, data scientists and employees in public statistical institutions.

Author : Antonio Giusti,Gunter Ritter,Maurizio Vichi
Publisher : Springer Science & Business Media
Page : 291 pages
File Size : 55,6 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 : Simona Balzano,Giovanni C. Porzio,Renato Salvatore,Domenico Vistocco,Maurizio Vichi
Publisher : Springer Nature
Page : 182 pages
File Size : 55,6 Mb
Release : 2021-07-13
Category : Mathematics
ISBN : 9783030699444

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Statistical Learning and Modeling in Data Analysis by Simona Balzano,Giovanni C. Porzio,Renato Salvatore,Domenico Vistocco,Maurizio Vichi Pdf

The contributions gathered in this book focus on modern methods for statistical learning and modeling in data analysis and present a series of engaging real-world applications. The book covers numerous research topics, ranging from statistical inference and modeling to clustering and factorial methods, from directional data analysis to time series analysis and small area estimation. The applications reflect new analyses in a variety of fields, including medicine, finance, engineering, marketing and cyber risk. The book gathers selected and peer-reviewed contributions presented at the 12th Scientific Meeting of the Classification and Data Analysis Group of the Italian Statistical Society (CLADAG 2019), held in Cassino, Italy, on September 11–13, 2019. CLADAG promotes advanced methodological research in multivariate statistics with a special focus on data analysis and classification, and supports the exchange and dissemination of ideas, methodological concepts, numerical methods, algorithms, and computational and applied results. This book, true to CLADAG’s goals, is intended for researchers and practitioners who are interested in the latest developments and applications in the field of data analysis and classification.

Author : Simone Borra,Roberto Rocci,Maurizio Vichi,Martin Schader
Publisher : Springer Science & Business Media
Page : 384 pages
File Size : 51,5 Mb
Release : 2012-12-06
Category : Business & Economics
ISBN : 9783642594717

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Advances in Classification and Data Analysis by Simone Borra,Roberto Rocci,Maurizio Vichi,Martin Schader Pdf

This volume contains a selection of papers presented at the biannual meeting of the Classification and Data Analysis Group of Societa Italiana di Statistica, which was held in Rome, July 5-6, 1999. From the originally submitted papers, a careful review process led to the selection of 45 papers presented in four parts as follows: CLASSIFICATION AND MULTIDIMENSIONAL SCALING Cluster analysis Discriminant analysis Proximity structures analysis and Multidimensional Scaling Genetic algorithms and neural networks MUL TIV ARIA TE DATA ANALYSIS Factorial methods Textual data analysis Regression Models for Data Analysis Nonparametric methods SPATIAL AND TIME SERIES DATA ANALYSIS Time series analysis Spatial data analysis CASE STUDIES INTERNATIONAL FEDERATION OF CLASSIFICATION SOCIETIES The International Federation of Classification Societies (IFCS) is an agency for the dissemination of technical and scientific information concerning classification and data analysis in the broad sense and in as wide a range of applications as possible; founded in 1985 in Cambridge (UK) from the following Scientific Societies and Groups: British Classification Society -BCS; Classification Society of North America - CSNA; Gesellschaft fUr Klassifikation - GfKI; Japanese Classification Society -JCS; Classification Group of Italian Statistical Society - CGSIS; Societe Francophone de Classification -SFC. Now the IFCS includes also the following Societies: Dutch-Belgian Classification Society - VOC; Polish Classification Society -SKAD; Associayao Portuguesa de Classificayao e Analise de Dados -CLAD; Korean Classification Society -KCS; Group-at-Large.

Author : Krzystof Jajuga,Andrzej Sokolowski,Hans-Hermann Bock
Publisher : Springer Science & Business Media
Page : 468 pages
File Size : 45,8 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 : Francesco Palumbo,Angela Montanari,Maurizio Vichi
Publisher : Springer
Page : 342 pages
File Size : 44,6 Mb
Release : 2017-07-04
Category : Mathematics
ISBN : 9783319557236

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Data Science by Francesco Palumbo,Angela Montanari,Maurizio Vichi Pdf

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.

Author : Ingo Balderjahn,Rudolf Mathar,Martin Schader
Publisher : Springer Science & Business Media
Page : 416 pages
File Size : 44,9 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 : Christine Preisach,Hans Burkhardt,Lars Schmidt-Thieme,Reinhold Decker
Publisher : Springer Science & Business Media
Page : 714 pages
File Size : 49,7 Mb
Release : 2008-04-13
Category : Computers
ISBN : 9783540782469

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Data Analysis, Machine Learning and Applications by Christine Preisach,Hans Burkhardt,Lars Schmidt-Thieme,Reinhold Decker Pdf

Data analysis and machine learning 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, medical science, bioinformatics and business intelligence. This volume contains the revised versions of selected papers in the field of data analysis, machine learning and applications presented during the 31st Annual Conference of the German Classification Society (Gesellschaft für Klassifikation - GfKl). The conference was held at the Albert-Ludwigs-University in Freiburg, Germany, in March 2007.