<< HomeFlorian Verhein

Publications

Research

Teaching

Software

Curriculum Vitae

Photos

Miscellaneous

Publications

Please feel free to email comments if you find anything confusing or find an error. I appreciate the feedback.

A small request to students doing assignments, etc; I don't mind answering questions about my work, but please try to read the paper first and think about your questions before clicking "send". If I can see that you put some effort into understanding the paper and formulating your questions, I'll put some effort into answering them. It also helps if you use a language I understand and if you tell me what paper you are referring to, as well as the page / section / etc. Finally, Google is your friend. If I can answer your question by typing it into google, so can you ;)

Peer Reviewed Publications

• Florian Verhein.
  Generalised Rule Mining
  The 2010 International Conference on Database Systems for Advanced Applications (DASFAA'10). Tsukuba, Japan. April 1 - 4, 2010. Copyright © 2010 Springer-Verlag.
  [ LNCS ]
• Thomas Bernecker, Hans-Peter Kriegel, Matthias Renz, Florian Verhein, Andreas Zuefle.
  Probabilistic Frequent Itemset Mining in Uncertain Databases
  The 15th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (SIGKDD'09). Paris, France, June 28 - July 1, 2009. Copyright 2009 © ACM
  [paper ] [slides ]
• Florian Verhein.
  Mining Complex Spatio-Temporal Sequence Patterns
  2009 SIAM International Conference on Data Mining (SDM'09). Sparks, Nevada, USA. April 30 - May 2, 2009. Copyright © 2009 SIAM.
  [paper ] [slides ]

• Florian Verhein.
  Mining Complex, Maximal and Complete Sub-graphs and Sets of Correlated Variables with Applications to Feature Subset Selection.
  SIAM Conference on Data Mining 2008 (SDM'08). Atlanta, Georgia, USA. April 24-26, 2008. Copyright © 2008 SIAM.
  [paper ]
• Florian Verhein, Ghazi Al-Naymat.
  Fast Mining of Complex Spatial Co-location Patterns using GLIMIT.
  The 2007 International Workshop on Spatial and Spatio-temporal Data Mining (SSTDM'07) in cooperation with The 2007 IEEE International Conference on Data Mining (ICDM'07). October, 2007. Copyright © 2007 IEEE.
  [paper ]
• Florian Verhein, Sanjay Chawla.
  Using Significant, Positively Associated and Relatively Class Correlated Rules For Associative Classification of Imbalanced Datasets.
  The 2007 IEEE International Conference on Data Mining (ICDM'07). Omaha NE, USA. October 28-31, 2007. Copyright © 2007 IEEE.
  [paper ] [tech teport ]
• Florian Verhein, Sanjay Chawla.
  Mining Spatio-Temporal Patterns in Object Mobility Databases.
  Data Mining and Knowledge Discovery (DMKD), Volume 16, Number 1 / February, 2008 (Online August 2007).
  [SpringerLink article ]
• Florian Verhein.
  k-STARs: Sequences of Spatio-Temporal Association Rules.
  The 1st Workshop on Spatial and Spatio-temporal Data Mining (SSTDM'06) held in conjunction with The 2006 IEEE International Conference on Data Mining (ICDM'06). December, 2006. Copyright © 2006 IEEE.
  [IEEE Xplore] [paper ] [errata] [tech report ]
• Florian Verhein, Sanjay Chawla.
  Geometrically Inspired Itemset Mining.
  The 2006 IEEE International Conference on Data Mining (ICDM'06). December, 2006. Copyright © 2006 IEEE.
  [IEEE Xplore] [paper ] [errata (Updated 3 July 07)]
• Florian Verhein, Sanjay Chawla.
  Mining Spatio-Temporal Association Rules, Sources, Sinks, Stationary Regions and Thoroughfares in Object Mobility Databases.
  The 11th International Conference on Database Systems for Advanced Applications (DASFAA'06). April, 2006. Copyright © 2006 Springer-Verlag.
  [LNCS] [paper ] [tech report ]
• Florian Verhein, Sanjay Chawla.
  Mining Spatio-Temporal Association Rules, Sources, Sinks, Stationary Regions and Thoroughfares in Object Mobility Databases.
  Temporal Data Mining: Algorithms, Theory and Applications: A Workshop held in conjunction with ICDM'05. (TDM'05, proceedings). November, 2005.
  [paper ]
• Florian Verhein, Judy Kay, Irena Koprinska, Eric McCreath.
  Classifying Public Announcements for User Communities.
  Proceedings of the Eighth Australasian Document Computing Symposium (ADCS2003). December, 2003.
  [paper ]

Selected Technical Reports

Technical reports that contain either additional information to published papers (in which case there are links to them from above), or (partially) unpublished research.

• Florian Verhein, Sanjay Chawla. Using Significant, Positively Associated and Relatively Class Correlated Rules For Associative Classification of Imbalanced Datasets. TR 614. ISBN 978-1-86487-923-0. August 2007. [tech report ]
• Florian Verhein, Sanjay Chawla. Classification Using Statistically Significant Rules. TR 610. ISBN 1 86487 835 5. April 2007. [tech report ]
  
• Florian Verhein. k-STARs: Sequences of Spatio-Temporal Association Rules. TR 589. ISBN 1 86487 855 X. July 2006. [tech report ]
• Florian Verhein, Sanjay Chawla. Mining Spatio-Temporal Association Rules, Sources, Sinks, Stationary Regions and Thoroughfares in Object Mobility Databases. TR 574. ISBN 1 86487 754 4. October 2005. [tech report ]

DBLP Link
CSB Link
School of IT Research Publication Database

Copyright Notices

IEEE
©20xx IEEE. This material is posted here with permission of the IEEE. Internal or personal use of this material is permitted. However, permission to reprint/republish this material for advertising or promotional purposes or for creating new collective works for resale or redistribution must be obtained from the IEEE by writing to pubs-permissions@ieee.org. By choosing to view this document, you agree to all provisions of the copyright laws protecting it.

Springer-Verlag
©Springer-Verlag Berlin Heidelberg 20xx

ACM
© ACM, YYYY. This is the author's version of the work. It is posted here by permission of ACM for your personal use. Not for redistribution. The definitive version was published in PUBLICATION, {VOL#, ISS#, (DATE)} http://doi.acm.org/10.1145/nnnnnn.nnnnnn.
Note: The link to the difinitive versions of papers appears with the paper (once it is available).