Jouni K. Seppänen

According to our database, Jouni K. Seppänen authored at least 15 papers between 2001 and 2007.

Collaborative distances:

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

2007

Finding low-entropy sets and trees from binary data.

Hannes Heikinheimo, Jouni K. Seppänen, Eino Hinkkanen, Heikki Mannila, Taneli Mielikäinen

Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2007

Cross-Mining Binary and Numerical Attributes.

Gemma C. Garriga, Hannes Heikinheimo, Jouni K. Seppänen

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

2006

Using and extending itemsets in data mining: query approximation, dense itemsets, and tiles.

Jouni K. Seppänen

PhD thesis, 2006

Finding Trees from Unordered 0-1 Data.

Hannes Heikinheimo, Heikki Mannila, Jouni K. Seppänen

Proceedings of the Knowledge Discovery in Databases: PKDD 2006, 2006

2005

Upper bound for the approximation ratio of a class of hypercube segmentation algorithms.

Jouni K. Seppänen

Inf. Process. Lett., 2005

2004

Geometric and Combinatorial Tiles in 0-1 Data.

Aristides Gionis, Heikki Mannila, Jouni K. Seppänen

Proceedings of the Knowledge Discovery in Databases: PKDD 2004, 2004

Dense itemsets.

Jouni K. Seppänen, Heikki Mannila

Proceedings of the Tenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2004

Boolean Formulas and Frequent Sets.

Jouni K. Seppänen, Heikki Mannila

Proceedings of the Constraint-Based Mining and Inductive Databases, 2004

Model-Independent Bounding of the Supports of Boolean Formulae in Binary Data.

Artur Bykowski, Jouni K. Seppänen, Jaakko Hollmén

Proceedings of the Database Support for Data Mining Applications: Discovering Knowledge with Inductive Queries, 2004

2003

Mixture Models and Frequent Sets: Combining Global and Local Methods for 0-1 Data.

Jaakko Hollmén, Jouni K. Seppänen, Heikki Mannila

Proceedings of the Third SIAM International Conference on Data Mining, 2003

A Simple Algorithm for Topic Identification in 0-1 Data.

Jouni K. Seppänen, Ella Bingham, Heikki Mannila

Proceedings of the Knowledge Discovery in Databases: PKDD 2003, 2003

2002

Long-range control of expression in yeast.

Heikki Mannila, Anne Patrikainen, Jouni K. Seppänen, Juha Kere

Bioinform., 2002

Model-independent Bounding of the Supports of Boolean Formulae in Binary Data.

Artur Bykowski, Jouni K. Seppänen, Jaakko Hollmén

Proceedings of the First International Workshop on Inductive Databases, 2002

Topics in 0--1 data.

Ella Bingham, Heikki Mannila, Jouni K. Seppänen

Proceedings of the Eighth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2002

2001

Finding similar situations in sequences of events via random projections.

Heikki Mannila, Jouni K. Seppänen

Proceedings of the First SIAM International Conference on Data Mining, 2001