In this paper previous work on the detection of high-level concepts within multimedia documents is extended by introducing a mid-level ontology as a means of exploiting the visual ...
Evaggelos Spyrou, Phivos Mylonas, Yannis S. Avrith...
This paper presents a research approach towards a semantic infrastructure for user generated mobile services. Building on the concept of semantic microservices, the aim of this wor...
Abstract. Even though the semantic web become actual topic of research recently, there are no complex solutions for building semantic applications yet to our best knowledge. We des...
Jakub Galgonek, Tomas Knap, Martin Krulis, Martin ...
In the paper we present a generalized discriminative multiple instance learning algorithm (GD-MIL) for multimedia semantic concept detection. It combines the capability of the MIL...
In this paper, we present an AUC (i.e., the Area Under the Curve of Receiver Operating Characteristics (ROC)) maximization based learning algorithm to design the classifier for ma...