582 citations · 1.2k across the 18 of their papers we have counts for
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cs.AI2012★ 2 cited
'Say EM' for Selecting Probabilistic Models for Logical Sequences
Kristian Kersting, Tapani Raiko
Many real world sequences such as protein secondary structures or shell logs exhibit a rich internal structures. Traditional probabilistic models of sequences, however, consider se…
cs.AI2011★ 92 cited
Logical Hidden Markov Models
L. De Raedt, K. Kersting, T. Raiko
Logical hidden Markov models (LOHMMs) upgrade traditional hidden Markov models to deal with sequences of structured symbols in the form of logical atoms, rather than flat character…