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Data analysis, machine learning and knowledge discovery [electronic resource]

Data analysis, machine learning and knowledge discovery [electronic resource]

자료유형
E-Book(소장)
개인저자
Spiliopoulou, Myra. Schmidt-Thieme, Lars. Janning, Ruth.
단체저자명
Gesellschaft für Klassifikation. Jahrestagung (36th : 2012 : University of Hildesheim).
서명 / 저자사항
Data analysis, machine learning and knowledge discovery [electronic resource] / Myra Spiliopoulou, Lars Schmidt-Thieme, Ruth Janning, editors.
발행사항
Cham :   Springer International Publishing :   Imprint: Springer,   2014.  
형태사항
1 online resource (xxi, 470 p.) : ill. (some col.).
총서사항
Studies in classification, data analysis, and knowledge organization,1431-8814
ISBN
9783319015958
요약
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.
일반주기
Title from e-Book title page.  
내용주기
AREA Statistics and Data Analysis: Classifcation, Cluster Analysis, Factor Analysis and Model Selection -- AREA Machine Learning and Knowledge Discovery: Clustering, Classifiers, Streams and Social Networks -- AREA Data Analysis and Classification in Marketing -- AREA Data Analysis in Finance -- AREA Data Analysis in Biostatistics and Bioinformatics -- AREA Interdisciplinary Domains: Data Analysis in Music, Education and Psychology.- LIS Workshop: Workshop on Classification and Subject Indexing in Library and Information Science.
서지주기
Includes bibliographical references and index.
이용가능한 다른형태자료
Issued also as a book.  
일반주제명
Machine learning --Congresses. Data mining --Congresses. Computational intelligence --Congresses.
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020 ▼a 9783319015958
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050 4 ▼a QA276-280
082 0 4 ▼a 006.3/1 ▼2 23
084 ▼a 006.31 ▼2 DDCK
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245 0 0 ▼a Data analysis, machine learning and knowledge discovery ▼h [electronic resource] / ▼c Myra Spiliopoulou, Lars Schmidt-Thieme, Ruth Janning, editors.
260 ▼a Cham : ▼b Springer International Publishing : ▼b Imprint: Springer, ▼c 2014.
300 ▼a 1 online resource (xxi, 470 p.) : ▼b ill. (some col.).
490 1 ▼a Studies in classification, data analysis, and knowledge organization, ▼x 1431-8814
500 ▼a Title from e-Book title page.
504 ▼a Includes bibliographical references and index.
505 0 ▼a AREA Statistics and Data Analysis: Classifcation, Cluster Analysis, Factor Analysis and Model Selection -- AREA Machine Learning and Knowledge Discovery: Clustering, Classifiers, Streams and Social Networks -- AREA Data Analysis and Classification in Marketing -- AREA Data Analysis in Finance -- AREA Data Analysis in Biostatistics and Bioinformatics -- AREA Interdisciplinary Domains: Data Analysis in Music, Education and Psychology.- LIS Workshop: Workshop on Classification and Subject Indexing in Library and Information Science.
520 ▼a 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.
530 ▼a Issued also as a book.
538 ▼a Mode of access: World Wide Web.
650 0 ▼a Machine learning ▼v Congresses.
650 0 ▼a Data mining ▼v Congresses.
650 0 ▼a Computational intelligence ▼v Congresses.
700 1 ▼a Spiliopoulou, Myra.
700 1 ▼a Schmidt-Thieme, Lars.
700 1 ▼a Janning, Ruth.
710 2 ▼a Gesellschaft für Klassifikation. ▼b Jahrestagung ▼n (36th : ▼d 2012 : ▼c University of Hildesheim).
830 0 ▼a Studies in classification, data analysis, and knowledge organization.
856 4 0 ▼u https://oca.korea.ac.kr/link.n2s?url=http://dx.doi.org/10.1007/978-3-319-01595-8
945 ▼a KLPA
991 ▼a E-Book(소장)

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