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@ -361,10 +361,8 @@ $\partial X$ ist eine Mannigfaltigkeit der Dimension $n-1$.
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\begin{definition}
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$S \subseteq \mdr^3$ heißt \textbf{reguläre Fläche}\xindex{Fläche!reguläre} $:\gdw$
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zu $s \in S$ ex. eine Umgebung $V \subseteq \mdr^3$ und offene
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Teilmengen $U \subseteq \mdr^2$ und differenzierbare Abbildung
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$F: U \rightarrow V \cap S$ mit $\text{Rg}(J_f(u)) = 2$
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für alle $u \in U$.
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$\forall s \in S\;\exists $ Umgebung $V \subseteq \mdr^3$ $\exists U \subseteq \mdr^2$ offen: $\exists$ differenzierbare Abbildung
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$F: U \rightarrow V \cap S$: $\text{Rg}(J_F(u)) = 2\;\;\;\forall u \in U$.
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$F$ heißt (lokale) reguläre Parametrisierung von $S$.
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@ -7,22 +7,35 @@
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\end{center}
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\end{frame}
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\begin{frame}{Der Algorithmus}
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\begin{algorithm}[H]
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\begin{algorithmic}
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\Function{DYCOS}{Network $G_t = (N_t, A_t, T_t), l, h, p_s$}
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\ForAll{node $v$ in $T_t$} \Comment{Für jeden gelabelten Knoten}
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\For{$i \in 1, \dots, l$}
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\State Perform an $h$-hop random walk from $v$
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\EndFor
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\State Classify $v$ with the class labels most frequent
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encountered
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\EndFor
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\EndFunction
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\end{algorithmic}
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\caption{DYCOS algorithm for classification with content and structure}
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\label{alg:seq1}
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\end{algorithm}
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\begin{frame}{DYCOS}
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DYCOS zeichnet sich aus durch:
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\begin{itemize}
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\item \textbf{Geschwindigkeit}: < $10\si{\second}$ für
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\begin{itemize}
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\item $806\,635$ Knoten ($18\,999$ mit Labels)
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\item $4\,414\,135$ Kanten
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\end{itemize}
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\item \textbf{Genauigkeit}: > $65\%$
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\end{itemize}
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\end{frame}
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%\begin{frame}{Der Algorithmus}
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%\begin{algorithm}[H]
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% \begin{algorithmic}
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% \Function{DYCOS}{Network $G_t = (N_t, A_t, T_t), l, h, p_s$}
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% \ForAll{node $v$ in $T_t$} \Comment{Für jeden gelabelten Knoten}
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% \For{$i \in 1, \dots, l$}
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% \State Perform an $h$-hop random walk from $v$
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% \EndFor
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% \State Classify $v$ with the class labels most frequent
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% encountered
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% \EndFor
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% \EndFunction
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% \end{algorithmic}
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%\caption{DYCOS algorithm for classification with content and structure}
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%\label{alg:seq1}
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%\end{algorithm}
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%\end{frame}
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@ -24,6 +24,7 @@
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\usepackage{pifont}% http://ctan.org/pkg/pifont
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\usepackage{soul}
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\usepackage{braket}
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\usepackage{siunitx}
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% Define some styles for graphs
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\tikzstyle{vertex}=[circle,fill=black!25,minimum size=20pt,inner sep=0pt]
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