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  {\bf CALL FOR PAPERS}\\[2ex]
  {\Large\bf 8$^{th}$ International Workshop on
  High Performance and Distributed
  Mining (HPDM'05)\\[2ex]
  {\large\it in conjunction with the \\5$^{th}$ International SIAM
      Conference on Data Mining (SDM'05)\\\textbf{April 23, 2005}}\\[1ex]
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%  {\Large\bf $10^{th}$ Euro PVM/MPI 2003}
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Over the  years the definition of high performance computing has taken on various forms as
a function of the types of technical and creative uses and the underlying semantics of the
applications driving them. Traditional definitions often refer to the problem of using
high end parallel computers to meet the need of scientific applications. However, high
performance computing can also include the need for fast sequential algorithms that target
memory and I/O performance. The last decade has seen the growth and importance of grid
computing where resources and data are physically distributed. This has led to the
development of high performance distributed algorithms over the computational grid, where
privacy, security, and resource discovery are all important issues. This year the workshop
welcomes papers on all aspects of high performance data mining.

\noindent
Topics of interest include (but are not limited to):

\begin{myitemize}
\item Grid-based  data mining algorithms and systems.
\item Distributed techniques for incremental, exploratory and interactive
mining.
\item Distributed techniques for security, privacy preserving data mining
Peer-to-Peer Data Mining.
\item High performance data stream mining and management.
\item Resource and location-aware mining algorithms.
\item Data mining in mobile environments.
\item Theoretical foundations for resource-aware mining in a mobile, streaming
and/or distributed environment.
\item Systems support for resource and location aware data mining.
\item Efficient, scalable, disk-based, parallel and distributed algorithms for
large-scale data mining and pre-processing and post-processing tasks.
\item Parallel or distributed frameworks for stream management, KDD systems, and
parallel or distributed mining.
\item Applications of parallel and distributed datamining (PDDM) in business,
science, engineering, medicine, and other disciplines.
\end{myitemize}



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{\normalsize {\bf Workshop History}}

This is the 8${th}$ workshop on this theme held annually.
Traditionally, the workshop has been held along-side the
SIAM Data Mining (SDM) Conference, even if the first four editions were
organized in conjunction with IPDPS, and were held at Orlando (HPDM'98),
San Juan (HPDM'99), Cancun and San Francisco (PDDM'01).
Over the last three years the workshop has had invited papers in the
areas of mobile and location-aware data mining issues (HPDM:RLM'02),
pervasive and stream datamining (HPDM:PDS'03),
and grid data mining (HPDM:GRID'04).


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{\normalsize {\bf Venue}}

The 2005 SIAM International Conference on Data Mining and its satellite
Workshops will be held at the Sutton Place Hotel in Newport Beach, CA.
The Sutton Place hotel is located in picturesque Newport Beach known as
the colorful coast and conveniently situated in the heart of the Orange
County business districts of Irvine and Tustin.




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\noindent
\hspace*{-.05in}{\normalsize {\bf Workshop Co-Chairs}} \\[1ex]
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Salvatore Orlando, \emph{Universit\‘a Ca' Foscari di
      Venezia}
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K. Sivakumar, \emph{Washington State University}
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{\normalsize {\bf Program Committee}} \\[1ex]
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Gagan Agrawal, \emph{Ohio State University}\\
Rong Chen, \emph{University of Pennsylvania}\\
Chris Giannella, \emph{University of Maryland, Baltimore County}\\
Sara Graves, \emph{The University of Alabama at Huntsville}\\
Matthias Klusch, \emph{German Research Center for Art. Intell.}\\
Shonali Krishnaswamy, \emph{Monash University}\\
Michael May, \emph{Fraunhofer Inst. for Autonomous Intelligent Systems}
Hoony Park, \emph{Oak Ridge National Laboratory}\\
Raffaele Perego, \emph{Consiglio Nazionale delle Ricerche}\\
Assaf Schuster, \emph{Technion}\\
Parthasarathy Srinivasan, \emph{Ohio State University}\\
Ashok Srivastava, \emph{NASA Ames Research Center}\\
Vaidy Sunderam, \emph{Emory University}\\
Domenico Talia, \emph{Universit\‘a della Calabria}\\
Ran Wolff, \emph{Technion}\\
Mohammed Zaki, \emph{Rensselaer Polytechnic Institute}
}

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{\normalsize {\bf Steering Committee}}\\[1ex]
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Hillol Kargupta, \emph{University of Maryland, Baltimore County}\\
Vipin Kumar, \emph{University of Minnesota}\\
Srinivasan Parthasarathy, \emph{Ohio State University}\\
David Skillicorn, \emph{Queens University}\\
Mohammed Zaki, \emph{Rensselaer Polytechnic Institute}
}
}



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{\normalsize {\bf Submission of Papers}}

We invite papers treating the above topics in one of
many ways. The papers could describe new results, give overview or
experiences with existing systems, describe new and emerging applications,
present work in progress where interesting insights have been gained, or
critically survey existing work. The papers should not exceed 3000 words.
You can submit by emailing the PS or PDF file to \texttt{siva@eecs.wsu.edu}.

Important dates:

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  January 7, 2005 & Paper Submissions\\ \hline
  February 4, 2005 & Notification to authors\\ \hline
  February 25, 2005 & Final paper\\ \hline
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\textbf{HPDM'05}:  & \texttt{http://www.eecs.wsu.edu/$\sim$siva/hpdm2005/}\\
\textbf{SDM'05}: &  \texttt{http://www.siam.org/meetings/sdm05/}
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