Machine Learning and Data Mining in Pattern Recognition

11th International Conference, MLDM 2015, Hamburg, Germany, July 20-21, 2015, Proceedings

Buch | Softcover

IX, 454 Seiten

2015
Springer International Publishing (Verlag)
978-3-319-21023-0 (ISBN)

Artikel merken

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.

Erscheint lt. Verlag	13.7.2015
Reihe/Serie	Lecture Notes in Artificial Intelligence
Reihe/Serie	Lecture Notes in Computer Science
Zusatzinfo	IX, 454 p. 132 illus.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Informatik ► Datenbanken ► Data Warehouse / Data Mining
Schlagworte	Association Rule Mining • Bayesian Network • Biclustering • Big Data • Bioinformatics • Crowdsourcing • Data cloud geometry • Data Mining • ensemble method • Genetic algorithms • Image Mining • Knowledge Discovery in Databases • machine learning • Ontology • Recommendation • Robust Statistics • Semi-Supervised Learning • social network analysis • Support Vector Machines • Uncertainty • Visualization
ISBN-10	3-319-21023-8 / 3319210238
ISBN-13	978-3-319-21023-0 / 9783319210230
Zustand	Neuware