TY - BOOK AU - Perner,Petra ED - SpringerLink (Online service) TI - Machine Learning and Data Mining in Pattern Recognition: 11th International Conference, MLDM 2015, Hamburg, Germany, July 20-21, 2015, Proceedings T2 - Lecture Notes in Artificial Intelligence SN - 9783319210247 AV - QA76.9.D343 U1 - 006.312 23 PY - 2015/// CY - Cham PB - Springer International Publishing, Imprint: Springer KW - Data mining KW - Pattern recognition KW - Algorithms KW - Application software KW - Database management KW - Artificial intelligence KW - Data Mining and Knowledge Discovery KW - Pattern Recognition KW - Algorithm Analysis and Problem Complexity KW - Information Systems Applications (incl. Internet) KW - Database Management KW - Artificial Intelligence N1 - 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 N2 - 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 UR - https://doi.org/10.1007/978-3-319-21024-7 ER -