Description: 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. 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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EAN: 9783319210230
UPC: 9783319210230
ISBN: 9783319210230
MPN: N/A
Book Title: Machine Learning and Data Mining in Pattern Recogn
Item Length: 23.4 cm
Item Height: 235 mm
Item Width: 155 mm
Author: Petra Perner
Publication Name: Machine Learning and Data Mining in Pattern Recognition: 11th International Conference, MLDM 2015, Hamburg, Germany, July 20-21, 2015, Proceedings
Format: Paperback
Language: English
Publisher: Springer International Publishing Ag
Subject: Computer Science
Publication Year: 2015
Type: Textbook
Item Weight: 6964 g
Number of Pages: 454 Pages
