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West, W. (1998). The data image: A tool for exploring high dimensional data sets. In: Proceedings of Section on Statistical Graphics. American Statistical Association, Alexandria, VA. Osterberg, G. (1935). Topography of the layer of rods and cones in the human retina. Acta Ophthal. (suppl. 6), 1–103. L. (1997). A deterministic method for robust estimation of multivariate location and shape. J. Comput. Graph. Statist. 6 (3), 300–313. E. (1994). Adaptive mixtures. J. Amer. Statist. Assoc. 98 (427), 796–806.

As a destination port or source IP becomes more or less active the height of the corresponding bar will increase or decrease, again giving us a visual indication of possibly anomalous activity for a particular destination port or source IP. 9. A final word In this chapter, we have tried to paint an overview of statistical data mining methods with a broad brush. There are, no doubt, favorite methods and areas of some researchers and users that we have omitted. The whole of this volume is intended to give insight into a vast field in which there are many players.

This is also a snapshot of a block-recursive evolutionary graphic. J. L. Solka data but conditioned on 4 separate ranges of the independent variable. We could also condition on source ports, destination ports, or source IP address. The latter conditional plots would potentially be tied to specific users and anomalous behaviors at a source IP would suggest that the computer has been hijacked by an unauthorized user. Finally we ask you to consider Figure 24. This figure is a pair of skyline plots of destination port and source IP address.

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