ISBN-10:
3319210238
ISBN-13:
9783319210230
Pub. Date:
07/01/2015
Publisher:
Springer International Publishing
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 Recognition: 11th International Conference, MLDM 2015, Hamburg, Germany, July 20-21, 2015, Proceedings

by Petra PernerPetra Perner

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Overview

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.

Product Details

ISBN-13: 9783319210230
Publisher: Springer International Publishing
Publication date: 07/01/2015
Series: Lecture Notes in Computer Science , #9166
Edition description: 2015
Pages: 454
Product dimensions: 6.10(w) x 9.25(h) x (d)

Table of Contents

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.

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