=Paper= {{Paper |id=Vol-1466/invited05 |storemode=property |title=None |pdfUrl=https://ceur-ws.org/Vol-1466/invited05.pdf |volume=Vol-1466 }} ==None== https://ceur-ws.org/Vol-1466/invited05.pdf
  Extended Dualization: Application to Maximal
                Pattern Mining

                                   Lhouari Nourine

                           Limos, Clermont-Ferrand, France

Abstract. The hypergraph dualization is a crucial step in many applications in log-
ics, databases, artficial intelligence and pattern mining, especially for hypergraphs or
boolean lattices. The objective of this talk is to study polynomial reductions of the du-
alization problem on arbitrary posets to the dualization problem on boolean lattices,
for which output quasi-polynomial time algorithms exist.
The main application domain concerns pattern mining problems, i.e. the identification
of maximal interesting patterns in database by asking membership queries (predicate)
to a database.