Classification Data Analysis And Knowledge Organization
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Classification Data Analysis and Knowledge Organization
Author | : Hans-Hermann Bock,Peter Ihm |
Publsiher | : Springer Science & Business Media |
Total Pages | : 404 |
Release | : 2012-12-06 |
Genre | : Business & Economics |
ISBN | : 9783642763076 |
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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.
From Data to Knowledge
Author | : Wolfgang A. Gaul,Dietmar Pfeifer |
Publsiher | : Springer Science & Business Media |
Total Pages | : 472 |
Release | : 2013-03-12 |
Genre | : Mathematics |
ISBN | : 9783642799990 |
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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.
Classification Data Analysis and Knowledge Organization
Author | : Hans Hermann Bock,Peter Ihm |
Publsiher | : Unknown |
Total Pages | : 412 |
Release | : 1991-02-05 |
Genre | : Electronic Book |
ISBN | : 3642763081 |
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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 |
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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.
Classification Data Analysis and Knowledge Organization Models and Methods with Applications
Author | : Gesellschaft für Klassifikation. Jahrestagung,Hans Hermann Bock,Peter Ihm |
Publsiher | : Springer |
Total Pages | : 414 |
Release | : 1991 |
Genre | : Reference |
ISBN | : UOM:39015021837490 |
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Data Analysis Machine Learning and Knowledge Discovery
Author | : Myra Spiliopoulou,Lars Schmidt-Thieme,Ruth Janning |
Publsiher | : Springer Science & Business Media |
Total Pages | : 470 |
Release | : 2013-11-26 |
Genre | : Computers |
ISBN | : 9783319015958 |
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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.
Classification and Data Mining
Author | : Antonio Giusti,Gunter Ritter,Maurizio Vichi |
Publsiher | : Springer Science & Business Media |
Total Pages | : 286 |
Release | : 2012-12-18 |
Genre | : Mathematics |
ISBN | : 9783642288944 |
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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".
Data Science and Classification
Author | : International Federation of Classification Societies. Conference |
Publsiher | : Springer |
Total Pages | : 0 |
Release | : 2006 |
Genre | : Cluster analysis |
ISBN | : 6610627371 |
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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.