Machine Learning and Data Mining in Pattern Recognition: 11th International Conference, MLDM 2015, Hamburg, Germany, July 20-21, 2015, Proceedings (Lecture Notes in Computer Science)

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.

本書是第11屆國際機器學習和數據挖掘在模式識別領域的會議（MLDM 2015）的審查程序，該會議於2015年7月在德國漢堡舉行。共有41篇全文論文經過仔細審查和從123篇投稿中選擇出來。主題涵蓋了從分類、聚類、關聯規則和模式挖掘的理論主題到針對不同多媒體數據類型的特定數據挖掘方法，例如圖像挖掘、文本挖掘、視頻挖掘和網絡挖掘。