Machine Learning and Data Mining in Pattern Recognition

10th International Conference, MLDM 2014, St. Petersburg, Russia, July 21-24, 2014, Proceedings

Buch | Softcover

XIV, 536 Seiten

2014 | 2014
Springer International Publishing (Verlag)
978-3-319-08978-2 (ISBN)

Artikel merken

This book constitutes the refereed proceedings of the 10th International Conference on Machine Learning and Data Mining in Pattern Recognition, MLDM 2014, held in St. Petersburg, Russia in July 2014. The 40 full papers presented were carefully reviewed and selected from 128 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.

Theoretical topics for classification.- Clustering.- Association rule.- Pattern mining.- Specific data mining methods for the different multimedia data types.- Image mining.- Text mining.- Video mining.- Web mining.

Erscheint lt. Verlag	4.8.2014
Reihe/Serie	Lecture Notes in Artificial Intelligence
Reihe/Serie	Lecture Notes in Computer Science
Zusatzinfo	XIV, 536 p. 188 illus.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	836 g
Themenwelt	Informatik ► Datenbanken ► Data Warehouse / Data Mining
	Informatik ► Theorie / Studium ► Algorithmen
	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
Schlagworte	Algorithm analysis and problem complexity • Association Rule Mining • Bayesian Network • Bioinformatics • Crowdsourcing • Data Mining • ensemble method • machine learning • Mustererkennung • social network analysis • Support Vector Machines • vizualisation
ISBN-10	3-319-08978-1 / 3319089781
ISBN-13	978-3-319-08978-2 / 9783319089782
Zustand	Neuware