--- a/cdk-taverna-paper/trunk/cdk-taverna/bmc_article.tex
+++ b/cdk-taverna-paper/trunk/cdk-taverna/bmc_article.tex
@@ -369,7 +369,7 @@
enumerator. Some of the workers are outlined as part of example workflows
described below (for a complete list see~\cite{KuhnDissertation} or
\url{http://cdk.sourceforge.net/cdk-taverna/workers.html}). In the
-following, we outline the application of CDK-Taverna in with selected workflow
+following, we outline the application of CDK-Taverna with selected workflow
scenarios. A larger list of workflows is available from
MyExperiment.org~\cite{MyExperimentOrg}.

@@ -526,7 +526,7 @@
Figures~\ref{fig:ReactionEnumerationWorkflow} and
~\ref{fig:ReactionEnumerationSchema}).

-\subsection*{Scenario 6: Classification Workflows}
+\subsection*{Scenario 6: Clustering Workflows}
During the work on this project the majority of workflows used unsupervised
clustering with an implementation of the ART 2-A algorithm~\cite{Carpenter1991}.
This algorithm was chosen because of its capability to automatically cluster
@@ -551,7 +551,7 @@
\item	the definition of the convergence criteria of the clustering process,
\item	the required similarity for the convergence criteria,
\item   the maximum clustering time, and
-	\item	a limit for the number of clustering and a range for the vigilance parameter
+	\item	a limit for the number of clustering steps and a range for the vigilance parameter
that guides the ART 2-A algorithm.
\end{itemize}

@@ -669,7 +669,7 @@
\includegraphics[angle=0,clip=false,scale=.2]{pics/databaseSubstructureSearch.png}
\caption{Workflow performing a substructure search (Scenario~1)
in a database~\cite{MyExperiementWFSubstructureDB}.
-   The substructure is defined with a SMILES. The output is a PDF
+   The substructure is defined with a SMILES string. The output is a PDF
file with a tabular view of the molecules from the database containing the
substructure.}
\label{fig:database_substructure_search}