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SVMs have emerged as very successful pattern recognition methods in recent years 16]. SVMs have yielded superior performance in various applications such as; text categorization 15], and face detection 12], content-based image retrieval 6], and learning image similarity 4]. The motivation here is detection of suspicious bags in a security situation. The usual method for bomb personnel is to blow up a suspicious bag, and any explosives contained therein. However, if the bag contains chemical, biological or radiological canisters, this may lead to disastrous results. Furthermore, the bl-...

I am not a born academic. I deliberately joined the ranks of academia at a fairly late stage as a natural progression from my professional career as an executive in what in those days was known as "decision support." My career had begun in the telecom industry before the days of deregulation in what one would call strategic planning and then I moved on to decision support in the field of banking, developing trading room software and risk management systems. As I developed decision support systems for real applications, the more I realized how very dependent these systems are on decision...