The automated planning community has traditionally focused on the efficient synthesis of plans given a complete domain theory. In the past several years, this line of work met wi...
In various circumstances, it is possible to arrive at the need to specify sequences of operations that a "machine" has to perform to achieve a purpose. This paper will p...
Recognizing attack plans is one of the goals of security analysts. Attack plan recognition is critical for predicting future actions of attackers, generating possible actions (i.e...
Tatiana Kichkaylo, Tatyana Ryutov, Michael D. Oros...
The execution of a complex task in any environment requires planning. Planning is the process of constructing an activity graph given by the current state of the system, a goal st...
Han Yu, Dan C. Marinescu, Annie S. Wu, Howard Jay ...
This paper presents the PLANMINE sequence mining algorithm to extract patterns of events that predict failures in databases of plan executions. New techniques were needed because ...
Mohammed Javeed Zaki, Neal Lesh, Mitsunori Ogihara