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Machine Learning and Data Mining in ...

Perner, Petra.

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Machine Learning and Data Mining in Pattern Recognition = 11th International Conference, MLDM 2015, Hamburg, Germany, July 20-21, 2015 : proceedings /

Record Type:	Language materials, printed : Monograph/item
Title/Author:	Machine Learning and Data Mining in Pattern Recognition/ edited by Petra Perner.
Reminder of title:	11th International Conference, MLDM 2015, Hamburg, Germany, July 20-21, 2015 : proceedings /
remainder title:	MLDM 2015
other author:	Perner, Petra.
Published:	Cham :Springer International Publishing : : 2015.,
Description:	ix, 454 p. :ill., digital ;24 cm.
[NT 15003449]:	Graph Mining -- Classification and regression -- Sentiment analysis -- Data preparation and missing values -- Association and sequential rule mining -- Support vector machines -- Frequent item set mining and time series analysis -- Clustering -- Text mining -- Applications data mining.
Contained By:	Springer eBooks
Subject:	Pattern perception - Congresses. -
Online resource:	http://dx.doi.org/10.1007/978-3-319-21024-7
ISBN:	9783319210247 (electronic bk.)

Machine Learning and Data Mining in Pattern Recognition = 11th International Conference, MLDM 2015, Hamburg, Germany, July 20-21, 2015 : proceedings /
Machine Learning and Data Mining in Pattern Recognition11th International Conference, MLDM 2015, Hamburg, Germany, July 20-21, 2015 : proceedings /[electronic resource] :MLDM 2015edited by Petra Perner. - Cham :Springer International Publishing :2015. - ix, 454 p. :ill., digital ;24 cm. - Lecture notes in computer science,91660302-9743 ;. - Lecture notes in computer science ;5353..

Graph Mining -- Classification and regression -- Sentiment analysis -- Data preparation and missing values -- Association and sequential rule mining -- Support vector machines -- Frequent item set mining and time series analysis -- Clustering -- Text mining -- Applications data mining.

This book constitutes the refereed proceedings of the 11th International Conference on Machine Learning and Data Mining in Pattern Recognition, MLDM 2015, held in Hamburg, Germany, in July 2015. The 41 full papers presented were carefully reviewed and selected from 123 submissions. The topics range from theoretical topics for classification, clustering, association rule and pattern mining to specific data mining methods for the different multimedia data types such as image mining, text mining, video mining and Web mining.

ISBN: 9783319210247 (electronic bk.)

Standard No.: 10.1007/978-3-319-21024-7doiSubjects--Topical Terms:

1244093
Pattern perception
--Congresses.

LC Class. No.: Q327

Dewey Class. No.: 006.4

Machine Learning and Data Mining in Pattern Recognition = 11th International Conference, MLDM 2015, Hamburg, Germany, July 20-21, 2015 : proceedings /
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245 1 0 $a Machine Learning and Data Mining in Pattern Recognition $h [electronic resource] : $b 11th International Conference, MLDM 2015, Hamburg, Germany, July 20-21, 2015 : proceedings / $c edited by Petra Perner.
246 3 $a MLDM 2015
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2015.
300 $a ix, 454 p. : $b ill., digital ; $c 24 cm.
490 1 $a Lecture notes in computer science, $x 0302-9743 ; $v 9166
505 0 $a Graph Mining -- Classification and regression -- Sentiment analysis -- Data preparation and missing values -- Association and sequential rule mining -- Support vector machines -- Frequent item set mining and time series analysis -- Clustering -- Text mining -- Applications data mining.
520 $a This book constitutes the refereed proceedings of the 11th International Conference on Machine Learning and Data Mining in Pattern Recognition, MLDM 2015, held in Hamburg, Germany, in July 2015. The 41 full papers presented were carefully reviewed and selected from 123 submissions. The topics range from theoretical topics for classification, clustering, association rule and pattern mining to specific data mining methods for the different multimedia data types such as image mining, text mining, video mining and Web mining.
650 0 $a Pattern perception $v Congresses. $3 1244093
650 0 $a Machine learning $3 744343
650 0 $a Data mining $3 744342
650 0 $a Computer vision $v Congresses. $3 1244088
650 1 4 $a Computer Science. $3 626642
650 2 4 $a Data Mining and Knowledge Discovery. $3 898250
650 2 4 $a Pattern Recognition. $3 891045
650 2 4 $a Algorithm Analysis and Problem Complexity. $3 891007
650 2 4 $a Information Systems Applications (incl. Internet) $3 1565452
650 2 4 $a Database Management. $3 891010
650 2 4 $a Artificial Intelligence (incl. Robotics) $3 890894
700 1 $a Perner, Petra. $3 576335
710 2 $a SpringerLink (Online service) $3 836513
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830 0 $a Lecture notes in computer science ; $v 5353. $x 0302-9743 $3 1274248
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