Finding similar situations in sequences of events via random projections. - Heikki Mannila; Jouni K. Seppänen (SDM, 2001)

Topics in 0–1 data. - Ella Bingham; Heikki Mannila; Jouni K. Seppänen (KDD, 2002)

Model-independent Bounding of the Supports of Boolean Formulae in Binary Data. - Artur Bykowski; Jouni K. Seppänen; Jaakko Hollmén (KDID, 2002)

Long-range control of expression in yeast. - Heikki Mannila; Anne Patrikainen; Jouni K. Seppänen; Juha Kere (Bioinform., 2002)

A Simple Algorithm for Topic Identification in 0-1 Data. - Jouni K. Seppänen; Ella Bingham; Heikki Mannila (PKDD, 2003)

Mixture Models and Frequent Sets: Combining Global and Local Methods for 0-1 Data. - Jaakko Hollmén; Jouni K. Seppänen; Heikki Mannila (SDM, 2003)

Model-Independent Bounding of the Supports of Boolean Formulae in Binary Data. - Artur Bykowski; Jouni K. Seppänen; Jaakko Hollmén (Database Support for Data Mining Applications, 2004)

Boolean Formulas and Frequent Sets. - Jouni K. Seppänen; Heikki Mannila (Constraint-Based Mining and Inductive Databases, 2004)

Dense itemsets. - Jouni K. Seppänen; Heikki Mannila (KDD, 2004)

Geometric and Combinatorial Tiles in 0-1 Data. - Aristides Gionis; Heikki Mannila; Jouni K. Seppänen (PKDD, 2004)

Upper bound for the approximation ratio of a class of hypercube segmentation algorithms. - Jouni K. Seppänen (Inf. Process. Lett., 2005)

Finding Trees from Unordered 0-1 Data. - Hannes Heikinheimo; Heikki Mannila; Jouni K. Seppänen (PKDD, 2006)

Using and extending itemsets in data mining: query approximation, dense itemsets, and tiles. - Jouni K. Seppänen (2006)

Cross-Mining Binary and Numerical Attributes. - Gemma C. Garriga; Hannes Heikinheimo; Jouni K. Seppänen (ICDM, 2007)

Finding low-entropy sets and trees from binary data. - Hannes Heikinheimo; Jouni K. Seppänen; Eino Hinkkanen; Heikki Mannila; Taneli Mielikäinen (KDD, 2007)