Visual Data Mining : Recognizing Telephone Calling

Human pattern recognition skills are remarkable and in many situations far exceed the ability of automated mining algorithms. By building domain-speciic interfaces that present information visually, we can combine human detection with machines far greater computational capacity. We illustrate our ideas by describing a suite of visual interfaces we built for telephone fraud detection.