My current research interests include: data mining, machine learning, and information retrieval. Most of my current research revolves around finding rare patterns/rules within datasets. The aim is to find expensive rules that are of significance for users. I have been looking at different ways to generate rare association rules. I have also developed a keen interest in several other areas including data stream mining and online auction fraud detection