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Melanie Schmidt

Melanie
Address:   Fakultät für Informatik, Lehrstuhl 2, TU Dortmund, D-44221 Dortmund, Germany  
Office:   Campus Nord, Otto-Hahn-Straße 14, Room 308  
E-Mail:   melanie.schmidttu-dortmund.de  
Phone:   +49 (0)231 755-2788  
Fax:   +49 (0)231 755-2047  

Research Interests: Clustering, Data Stream Algorithms, Dynamic Flows

News

SFB SummerSchool on Resource-Aware Machine Learning, 29.09. - 02.10.2014

Journal Articles

  • C. Lammersen, M.S., C. Sohler: Probabilistic k-Median Clustering in Data Streams, Theory of Computing Systems, April 2014, pages 1-40.
  • M. S., M. Skutella. Earliest arrival flows in networks with multiple sinks, Discrete Applied Mathematics, Volume 164, Part 1, February 2014, pages 320–327.

Conference Articles

  • H. Fichtenberger, M. Gillé, M.S., C. Schwiegelshohn, C. Sohler: BICO: BIRCH Meets Coresets for k-Means Clustering. ESA 2013: 481-492.
  • D. Feldman, M.S., C. Sohler: Turning big data into tiny data: Constant-size coresets for k-means, PCA and projective clustering. SODA 2013: 1434-1453.
  • M. Groß, J.-P. Kappmeier, D. R. Schmidt, M.S.: Approximating Earliest Arrival Flows in Arbitrary Networks. ESA 2012: 551-562. Best Student Paper Award.
  • C. Lammersen, M.S., C. Sohler: Probabilistic k-Median Clustering in Data Streams. WAOA 2012: 70-81.
  • F. Hellweg, M. S., C. Sohler. Testing Euclidean Spanners. ESA 2010: 60-71.
  • M. S., M. Skutella. Earliest Arrival Flows with Multiple Sinks. ISCO 2010.
  • D. Dressler, M. Groß, J.-P. Kappmeier, T. Kelter, J. Kulbatzki, D. Plümpe (now Schmidt), G. Schlechter, M. S., M. Skutella, S. Temme. On the use of network flow techniques for assigning evacuees to exits. International Conference on Evacuation Modeling, ICEM 2009.

Miscellaneous

  • F. Hellweg, M.S., Christian Sohler. Testing Euclidean Spanners. In Property Testing - Current Research and Surveys (Editor: Oded Goldreich), 2010, pages 313-319.
  • M. Groß, D. Plümpe (now Schmidt), M.S. Kreuzzahlrätsel: Sudokus waren gestern, Informatik Spektrum, Volume 32, Part 6, 2009, pages 538-545.

Theses

Teaching (in German)