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

Record Type:	Language materials, printed : Monograph/item
[NT 15000414]:	006.4
Title/Author:	Machine Learning and Data Mining in Pattern Recognition : 11th International Conference, MLDM 2015, Hamburg, Germany, July 20-21, 2015 : proceedings // edited by Petra Perner.
remainder title:	MLDM 2015
other author:	Perner, Petra.
corporate name:	Clark Conference
Published:	Cham : : Springer International Publishing :, 2015.
Description:	ix, 454 p. : : ill., digital ;; 24 cm.
Contained By:	Springer eBooks
Subject:	Pattern perception
Subject:	Machine learning
Subject:	Data mining
Subject:	Computer vision
Subject:	Computer Science.
Subject:	Data Mining and Knowledge Discovery.
Subject:	Pattern Recognition.
Subject:	Algorithm Analysis and Problem Complexity.
Subject:	Information Systems Applications (incl. Internet)
Subject:	Database Management.
Subject:	Artificial Intelligence (incl. Robotics)
ISBN:	9783319210247 (electronic bk.)
ISBN:	9783319210230 (paper)
[NT 15000228]:	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.
[NT 15000229]:	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.
Online resource:	http://dx.doi.org/10.1007/978-3-319-21024-7

Machine Learning and Data Mining in Pattern Recognition[electronic resource] :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 ;7103..

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:

143058
Pattern perception

LC Class. No.: Q327

Dewey Class. No.: 006.4

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