Hannu Toivonen

Fast discovery of association rules

Rakesh Agrawal, Heikki Mannila, Ramakrishnan Srikant et al. · Knowledge Discovery and Data Mining · 1996 · 2.3K citations

Computing, Computer Science, Information Systems +11

Discovery of Frequent Episodes in Event Sequences

Heikki Mannila, Hannu Toivonen, A. Inkeri Verkamo · Data Mining and Knowledge Discovery · 1997 · 1.4K citations

Computing, Computer Science, Data Mining +13

Sampling Large Databases for Association Rules

Hannu Toivonen · 1996 · 1.1K citations

Computing, Computer Science, Data Analytics +8

Levelwise Search and Borders of Theories in Knowledge Discovery

Heikki Mannila, Hannu Toivonen · Data Mining and Knowledge Discovery · 1997 · 865 citations

Management, Computer Science, Knowledge Representation +10

Finding interesting rules from large sets of discovered association rules

Mika Klemettinen, Heikki Mannila, P. Ronkainen et al. · 1994 · 719 citations

Computing, Computer Science, Visualization +14