Mining Complex Data

The aim of this book is to gather the most recent works that address issues related to the concept of mining complex data. The whole knowledge discovery process being involved, our goal is to provide researchers dealing with each step of this process by key entries. Actually, managing complex data w...

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Other Authors: Zighed, Djamel A.
Format: Book
Language:English
Published: Springer 2017
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Online Access:http://repository.vnu.edu.vn/handle/VNU_123/31264
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Institution: Vietnam National University, Hanoi
Language: English
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spelling oai:112.137.131.14:VNU_123-312642020-06-25T04:23:40Z Mining Complex Data Zighed, Djamel A. Tsumoto, Shusaku Ras, Zbigniew W. Hacid, Hakim Data Mining -- Aufsatzsammlung ; Data mining 006.3 The aim of this book is to gather the most recent works that address issues related to the concept of mining complex data. The whole knowledge discovery process being involved, our goal is to provide researchers dealing with each step of this process by key entries. Actually, managing complex data within the KDD process implies to work on every step, starting from the pre-processing (e.g. structuring and organizing) to the visualization and interpretation (e.g. sorting or filtering) of the results, via the data mining methods themselves (e.g. classification, clustering, frequent patterns extraction, etc.). The papers presented here are selected from the workshop papers held yearly since 2006. The book is composed of four parts and a total of sixteen chapters. Part I gives a general view of complex data mining by illustrating some situations and the related complexity. It contains five chapters. Chapter 1 illustrates the problem of analyzing the scientific literature. The chapter gives some background to the various techniques in this area, explains the necessary pre-processing steps involved, and presents two case studies, one from image mining and one from table identification. 2017-04-19T06:26:16Z 2017-04-19T06:26:16Z 2009 Book 9783540880660 http://repository.vnu.edu.vn/handle/VNU_123/31264 en 300 p. application/pdf Springer
institution Vietnam National University, Hanoi
building VNU Library & Information Center
country Vietnam
collection VNU Digital Repository
language English
topic Data Mining -- Aufsatzsammlung ; Data mining
006.3
spellingShingle Data Mining -- Aufsatzsammlung ; Data mining
006.3
Mining Complex Data
description The aim of this book is to gather the most recent works that address issues related to the concept of mining complex data. The whole knowledge discovery process being involved, our goal is to provide researchers dealing with each step of this process by key entries. Actually, managing complex data within the KDD process implies to work on every step, starting from the pre-processing (e.g. structuring and organizing) to the visualization and interpretation (e.g. sorting or filtering) of the results, via the data mining methods themselves (e.g. classification, clustering, frequent patterns extraction, etc.). The papers presented here are selected from the workshop papers held yearly since 2006. The book is composed of four parts and a total of sixteen chapters. Part I gives a general view of complex data mining by illustrating some situations and the related complexity. It contains five chapters. Chapter 1 illustrates the problem of analyzing the scientific literature. The chapter gives some background to the various techniques in this area, explains the necessary pre-processing steps involved, and presents two case studies, one from image mining and one from table identification.
author2 Zighed, Djamel A.
author_facet Zighed, Djamel A.
format Book
title Mining Complex Data
title_short Mining Complex Data
title_full Mining Complex Data
title_fullStr Mining Complex Data
title_full_unstemmed Mining Complex Data
title_sort mining complex data
publisher Springer
publishDate 2017
url http://repository.vnu.edu.vn/handle/VNU_123/31264
_version_ 1680968135622000640