francis fung sdwuietcom hello one paper reflecting recent work altendorfrestificardietterich combining training data monotonicity constraints construct bayesian network models httpwebengroregonstateedutgdpublicationsuai05monotonicitiespdf hope helps best wishes francis fung original message nhipljlbixengrorstedu mailtonhipljlbixengrorstedu behalf qiang ji sent wednesday march 21 2007 830 faqengrorstedu subject uai learning bn qualitative knowledge hi interested references learning parameters even structure bayesian network combining training data qualitative knowledge extracted domain experts thanks qiang ji phd associate professor director intelligent systems lab dept electrical computer systems eng rensselaer polytechnic institute troy ny 12180 httpwwwecserpieduqji thu 07 aug 2008 135815 0700 uai learning bn qualitative knowledge