ITERATIVE REFINEMENT OF PATHWAYS CORRELATED WITH OUTCOMES

ITERATIVE REFINEMENT OF PATHWAYS CORRELATED WITH OUTCOMES

Methods and systems for refining a process model include determining whether the process model is too dense or too sparse. A predictive model is learned from execution traces to predict an outcome. The predictive model is modified responsive to the determination of whether the process model is too d...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: ROZSNYAI SZABOLCS, WANG FEI, LAKSHMANAN GEETIKA T
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
PHYSICS
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Beschreibung
Zusammenfassung:Methods and systems for refining a process model include determining whether the process model is too dense or too sparse. A predictive model is learned from execution traces to predict an outcome. The predictive model is modified responsive to the determination of whether the process model is too dense or too sparse. A refined process model is refined from updated traces based on attributes present in the modified predictive model.