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Probabilistic implication bases in FCA and probabilistic bases of GCIs in

Francesco Kriegel
2017 International Journal of General Systems  
Furthermore, the results are extended towards the light-weight description logic EL ⊥ with probabilistic interpretations, and a method for computing a base of general concept inclusions whose probability  ...  After a formal definition of this notion, this document introduces probability of implications, and provides a construction for a base of implications whose probability satisfy a given lower threshold.  ...  Copying permitted only for private and academic purposes. Probabilistic Implicational Bases and Probabilistic Bases of GCIs  ... 
doi:10.1080/03081079.2017.1349575 fatcat:emktwofy2rbvxnekqpp2ml4vry

OASIcs, Volume 99, AIB 2022, Complete Volume [article]

Camille Bourgaux, Ana Ozaki, Rafael Peñaloza
Acknowledgements Part of this work has been done in the context of CEDAS (Center for Data Science, University of Bergen, Norway).  ...  Acknowledgements I wish to thank Camille Bourgaux, Ana Ozaki and Rafael Peñaloza for providing the idea for these lecture notes.  ...  FCA also focus on succinctness, in particular, on constructing a set of rules that is minimal, called the Duquenne-Guigues base or stem base.  ... 
doi:10.4230/oasics.aib.2022 fatcat:tkqywbbezjdfzfgde5wpozyfvi