We describe Dublin City University (DCU)'s participation in the Hyperlinking sub-task of the Search and Hyperlinking task MediaEval 2014. The investigation focuses on how to eciently identify target segments in a large BBC TV dataset. In our submission, Linear Discriminant Analysis is used to estimate fusion weights for multimodal features with the objective of improving the reliability of creating
the potential links.