\begin{frame} \frametitle{Topic 12: Application: Interpretable Device Failure} \Large \textbf{Interpretable, Multidimensional, Multimodal Anomaly Detection with Negative Sampling for Detection of Device Failure} (Sipple et al, 2020)\\ \LARGE \textbf{Supervisor:} Bin Li (bin.li@tu-dortmund.de)\\ %\begin{center} %\includegraphics[height=3cm]{illustrations/bin2.png} %\end{center} \begin{columns} \begin{column}{.675\textwidth} \begin{center} \includegraphics[height=3cm]{illustrations/bin2.png} \end{center} \end{column} \begin{column}{.275\textwidth} \begin{itemize} \item real world data is messy \item detect IOT devices that fail \end{itemize} \end{column} \end{columns} \end{frame}