Selected Publications
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Generalised Interaction Mining: Probabilistic, Statistical and Vectorised Methods in High Dimensional or Uncertain Databases
Thesis. Faculty of Mathematics, Computer Science and Statistics, Ludwig Maximilians University of Munich, Germany. 2010. Copyright © 2010 Florian Verhein.
[abstract] [thesis] -
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Mining Complex Spatio-Temporal Movement Patterns
Thesis. Faculty of Engineering and IT, The University of Sydney, Australia. 2010. Copyright © 2010 Florian Verhein.
[abstract] -
Thomas Bernecker, Hans-Peter Kriegel, Matthias Renz, , Andreas Zuefle.
Probabilistic Frequent Pattern Growth for Itemset Mining in Uncertain Databases
Technical report. Computing research repository. abs/1008.2300. 2010
[paper] -
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Generalised Rule Mining
The 2010 International Conference on Database Systems for Advanced Applications (DASFAA'10). Tsukuba, Japan. April 1 - 4, 2010. Lecture Notes in Computer Science, 2010, Volume 5981/2010, pages 85-92. Copyright © 2010 Springer-Verlag.
[LNCS] -
Thomas Bernecker, Hans-Peter Kriegel, Matthias Renz, , 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] -
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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]
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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] -
, 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] -
, 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] -
, 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] -
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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] -
, 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] -
, 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] -
, 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] -
, Judy Kay, Irena Koprinska, Eric McCreath.
Classifying Public Announcements for User Communities.
Proceedings of the Eighth Australasian Document Computing Symposium (ADCS2003). December, 2003.
[paper]
External Lists
Microsoft academic search
DBLP Link
CSB Link
Publication Outlet Ranking
At the time of writing, the outlets for the publications listed above were ranked as follows:
| Acronym | Conference or Journal Name | CORE'07 | ERA'10 | MAS |
|---|---|---|---|---|
| DATAMINE | Data Mining and Knowledge Discovery journal | A | 3 | |
| SIGKDD | ACM SIGKDD International Conference on Knowledge Discovery and Data Mining | A+ | A | 1 |
| ICDM | The IEEE International Conference on Data Mining | A+ | A | 3 |
| DASFAA | The International Conference on Database Systems for Advanced Application | A | A | 9 |
| SDM | SIAM (Society for Industrial and Applied Mathematics) International Conference on Data Mining | A | A | 5 |
CORE'07: Computing research and education association of australasia (CORE) "Final 2007 Australian Ranking of ICT Conferences". ICT Conferences were ranked in tiers {A+,A,B,C}. Journals were not ranked.
ERA'10: Since late 2008, journals and conferences are ranked under the Excellence in Research for Australia (ERA) initiative. Conferences were ranked in tiers {A,B,C} and journals in tiers {A*,B,C,D}. "The A tier for conferences is equivalent to the A* and A tiers for ranked journals."
MAS: Microsoft Academic Search. Data mining conference and journal ranks by number of in domain citations. January 2011.
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