Florian Verhein

According to our database, Florian Verhein authored at least 14 papers between 2006 and 2013.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2013

Model-based probabilistic frequent itemset mining.

Thomas Bernecker, Reynold Cheng, David W. Cheung, Hans-Peter Kriegel, Sau Dan Lee, Matthias Renz, Florian Verhein, Liang Wang, Andreas Züfle

Knowl. Inf. Syst., 2013

2012

Probabilistic Frequent Pattern Growth for Itemset Mining in Uncertain Databases.

Thomas Bernecker, Hans-Peter Kriegel, Matthias Renz, Florian Verhein, Andreas Züfle

Proceedings of the Scientific and Statistical Database Management, 2012

2010

Generalised interaction mining: probabilistic, statistical and vectorised methods in high dimensional or uncertain databases.

Florian Verhein

PhD thesis, 2010

Probabilistic Frequent Pattern Growth for Itemset Mining in Uncertain Databases (Technical Report)

Thomas Bernecker, Hans-Peter Kriegel, Matthias Renz, Florian Verhein, Andreas Züfle

CoRR, 2010

Generalised Rule Mining.

Florian Verhein

Proceedings of the Database Systems for Advanced Applications, 2010

2009

Mining Complex Spatio-Temporal Sequence Patterns.

Florian Verhein

Proceedings of the SIAM International Conference on Data Mining, 2009

Probabilistic frequent itemset mining in uncertain databases.

Thomas Bernecker, Hans-Peter Kriegel, Matthias Renz, Florian Verhein, Andreas Züfle

Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

2008

Mining spatio-temporal patterns in object mobility databases.

Florian Verhein, Sanjay Chawla

Data Min. Knowl. Discov., 2008

Mining Complex, Maximal and Complete Sub-graph and Sets of Correlated Variables with Applications to Feature Subset Selection.

Florian Verhein

Proceedings of the SIAM International Conference on Data Mining, 2008

2007

Using Significant, Positively Associated and Relatively Class Correlated Rules for Associative Classification of Imbalanced Datasets.

Florian Verhein, Sanjay Chawla

Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

Fast Mining of Complex Spatial Co-location Patterns Using GLIMIT.

Florian Verhein, Ghazi Al-Naymat

Proceedings of the Workshops Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

2006

Geometrically Inspired Itemset Mining.

Florian Verhein, Sanjay Chawla

Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

k-STARs: Sequences of Spatio-Temporal Association Rules.

Florian Verhein

Proceedings of the Workshops Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Mining Spatio-temporal Association Rules, Sources, Sinks, Stationary Regions and Thoroughfares in Object Mobility Databases.

Florian Verhein, Sanjay Chawla

Proceedings of the Database Systems for Advanced Applications, 2006