Machine Learning and Data Mining in Pattern Recognition: 12th International Conference, MLDM 2016, New York, NY, USA, July 16-21, 2016, Proceedings (Lecture Notes in Computer Science)

This book constitutes the refereed proceedings of the 12th International Conference on Machine Learning and Data Mining in Pattern Recognition, MLDM 2016, held in New York, NY, USA in July 2016. The 58 regular papers presented in this book were carefully reviewed and selected from 169 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.

本書收錄了第12屆國際機器學習和數據挖掘在模式識別方面的會議（MLDM 2016）的審查程序。該會議於2016年7月在美國紐約舉行。本書中的58篇常規論文經過仔細審查和從169篇投稿中精心選擇而成。主題涵蓋了分類、聚類、關聯規則和模式挖掘的理論主題，以及針對不同多媒體數據類型（如圖像挖掘、文本挖掘、視頻挖掘和Web挖掘）的特定數據挖掘方法。