(1) \begin{figure}[hb] \begin{center} \epsfile{file=a-needle-0.eps,width=8cm,height=1.5cm} \caption{ \end{center} \end{figure} (2) \begin{figure}[h]\label{fig:iris} \begin{center} %% \epsfile{file=final-2d.eps,width=8cm,height=4cm} \epsfile{file=iris.eps,width=8cm,height=5cm} \caption{ \end{center} \end{figure} (3) \begin{table}[h] \begin{center} \caption{ \begin{small} \hspace*{1in}\\ \begin{tabular}{l c c c c} \hline \hspace*{.1in} & Probe & DoS & U2R & R2L \\ \hline Multi-layer Perceptron & 88.7 & 97.2 & 13.2 & 5.6 \\ Gaussian Classifier & 90.2 & 82.4 & 22.8 & 9.6 \\ $K$-mean Clustering & 87.6 & 97.3 & 29.8 & 6.4 \\ Nearest Cluster Algorithm & 88.8 & 97.1 & 2.2 & 3.4 \\ Radial Basis Function & 93.2 & 73.0 & 6.1 & 5.9 \\ Leader Algorithm & 83.8 & 97.2 & 6.6 & 1.0 \\ Hypersphere Algorithm & 84.8 & 97.2 & 8.3 & 1.0 \\ Fuzzy Art Map & 77.2 & 97.0 & 6.1 & 3.7 \\ C4.5 Decision Tree & 80.8 & 97.0 & 1.8 & 4.6 \\ \hline \end{tabular} \end{small} \end{center} \end{table} (4) \begin{figure}[hb] \begin{center} \epsfile{file=rnd-500-5.eps,width=6cm,height=4cm} %\epsfile{file=attack-in-normals.eps,width=5cm,height=3cm} \caption{ \end{center} \end{figure} (5) \begin{figure}[hb] \begin{center} \epsfile{file=b-box-kdd.eps,width=8cm,height=4cm} \caption{ \end{center} \end{figure} (6) \begin{figure}[hb] \begin{center} \epsfile{file=parachuters.eps,width=8cm,height=5cm} \caption{ \end{center} \end{figure} (7) \begin{figure}[hb] \begin{center} \epsfile{file=actual-how-many.eps,width=8cm,height=5cm} \caption{ \end{center} \end{figure} (7) \begin{figure}[hb] \begin{center} \epsfile{file=even-5-parity.eps,width=7cm,height=1.8cm} \caption{ \end{center} \end{figure} \bibitem{stib} \bibitem{ji} \bibitem{dam} \bibitem{sabh} \bibitem{ship} \bibitem{tina} \bibitem{coll} \bibitem{coll-2} \bibitem{lask} \bibitem{gome} \bibitem{forr} \end{thebibliography} \end{document}