Classification, Data Analysis, and Knowledge Organization

Classification, Data Analysis, and Knowledge Organization
Author :
Publisher : Springer Science & Business Media
Total Pages : 404
Release :
ISBN-10 : 9783642763076
ISBN-13 : 3642763073
Rating : 4/5 (073 Downloads)

Book Synopsis Classification, Data Analysis, and Knowledge Organization by : Hans-Hermann Bock

Download or read book Classification, Data Analysis, and Knowledge Organization written by Hans-Hermann Bock and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 404 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.


Classification, Data Analysis, and Knowledge Organization Related Books

Classification, Data Analysis, and Knowledge Organization
Language: en
Pages: 404
Authors: Hans-Hermann Bock
Categories: Business & Economics
Type: BOOK - Published: 2012-12-06 - Publisher: Springer Science & Business Media

GET EBOOK

In science, industry, public administration and documentation centers large amounts of data and information are collected which must be analyzed, ordered, visua
Data Analysis, Classification, and Related Methods
Language: en
Pages: 456
Authors: Henk A.L. Kiers
Categories: Business & Economics
Type: BOOK - Published: 2000-06-21 - Publisher: Springer

GET EBOOK

The volume presents new developments in data analysis and classification, and gives a state of the art impression of these scientific fields at the turn of the
Model-Based Clustering and Classification for Data Science
Language: en
Pages: 447
Authors: Charles Bouveyron
Categories: Mathematics
Type: BOOK - Published: 2019-07-25 - Publisher: Cambridge University Press

GET EBOOK

Cluster analysis finds groups in data automatically. Most methods have been heuristic and leave open such central questions as: how many clusters are there? Whi
Data Science and Classification
Language: en
Pages: 0
Authors: International Federation of Classification Societies. Conference
Categories: Cluster analysis
Type: BOOK - Published: 2006 - Publisher: Springer

GET EBOOK

Provides methodological developments in data analysis and classification. Apart from structural and theoretical results, this book, of value to researchers, sho
Data Science, Classification, and Related Methods
Language: en
Pages: 786
Authors: Chikio Hayashi
Categories: Mathematics
Type: BOOK - Published: 2013-11-11 - Publisher: Springer Science & Business Media

GET EBOOK

This volume contains selected papers covering a wide range of topics, including theoretical and methodological advances relating to data gathering, classificati