Dipl.-Inform. Emmanuel Müller    Research associate
Phone:    +49-241-80-21909
Fax:    +49-241-80-621909
Room:    6327
E-Mail:
Publications:    27 entrys

Thesis

Effizientes dichte-basiertes Subspace Clustering

Tutor: Ralph Krieger, Ira Assent

Fields of activity

Research focus:

Research cluster UMIC

Further research projects and collaborations:

• [2006-20XX] Research project Subspace Clustering
• [2007-2008] European union project NISIS
• [2007] Chair of Pathology (Dr. Michael Baudis)
• [2007-2009] Chair of Cell Biology (Prof. Martin Zenke)
• [2008] National Instruments (Stefan Romainczyk)
• [2008] AT&T Labs Research (Divesh Srivastava, PhD)
• [2008] Virtual Reality Center Aachen (Dr. Torsten Kuhlen)
• [2008-20XX] Institute of Molecular Biotechnology (Dr. Kurt Hoffmann)
• [2009] SAP Research Center in Karlsruhe (Nina Oertel)

Open Source Project for Subspace Clustering:

OpenSubspace:
An Open Source Framework for Evaluation and Exploration of Subspace Clustering Algorithms in WEKA

http://dme.rwth-aachen.de/OpenSubspace/

 

Evaluation Study (VLDB 2009):

Evaluating Clustering in Subspace Projections of High Dimensional Data

http://dme.rwth-aachen.de/OpenSubspace/evaluation

Teaching:

• Exercises
• Data Mining Algorithms, WS 2008/09
• Advanced Data Mining Algorithms, SS 2008
• Index Structures, WS 2007/08
• Supervision of practical courses:
• Softwarepraktikum "Anwendung und Evaluierung von Data Mining Techniken", SS 2009
• Data Mining Algorithms, WS 2008/09
• Data Mining Algorithms, WS 2007/08
• Softwarepraktikum "Datenstrukturen", SS 2007
• Regularly supervision of seminar theses

Reviews:

• International Conferences and Journals:
• SDM 2010 (SIAM International Conference on Data Mining)
• EDBT 2010 (International Conference on Extending Database Technology)
• ICDE 2010 (IEEE International Conference on Data Engineering)
• DMKD (Data Mining and Knowledge Discovery Journal)
• KDD 2009 (Knowledge Discovery and Data Mining)
• DKE (Data & Knowledge Engineering Journal)
• EDBT 2009 (International Conference on Extending Database Technology)
• ICDE 2009 (IEEE International Conference on Data Engineering)
• EDBT 2008 (International Conference on Extending Database Technology)
• ICDE 2008 (IEEE International Conference on Data Engineering)

Supervised Theses (bachelor, master and diploma theses):

• Sebastian Raubach (with Stephan Günnemann)
• Thomas Ramm
• Charlotte Laufkötter (with Stephan Günnemann and Hardy Kremer)
• Adriola Faqolli (with Marwan Hassani)
• Lingyu Wang
• Ines Färber (with Stephan Günnemann)
• Matthias Schiffer
• Stephan Günnemann (with Ira Assent and Ralph Krieger)
• Babak Ahmadi (with Ira Assent and Ralph Krieger)
• Thorsten Wessling (with Philipp Kranen)
• Uwe Steinhausen (with Ira Assent and Ralph Krieger)

Research Background:

• Research assistant at Chair of Computer Science 9 since 2007
• Studies WS 2002/03 - WS 2006/07:
  • Computer science at RWTH Aachen
  • Diplomarbeit (master thesis) "Efficient density-based subspace clustering"
  • Graduated with distinction

Languages:

• German
• English
• Greek