Parallelizing multiclass Support Vector Machines for scalable image annotation

Machine learning techniques have facilitated image retrieval by automatically classifying and annotating images with keywords. Among them Support Vector Machines (SVMs) are used extensively due to their generalization properties. SVM was initially designed for binary classifications. However, most c...

Ausführliche Beschreibung

Bibliographische Detailangaben

Hauptverfasser:	Alham, N. K., Maozhen Li, Yang Liu, Hammoud, S.
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Accuracy Algorithm design and analysis Classification algorithms Clustering algorithms distributed SVM image annotation machine learning MapReduce Multiclass SVM Optimization Support vector machines Training
Online-Zugang:	Volltext bestellen
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!