Most existing inductive learning algorithms work under the assumption that their training examples are already tagged. There are domains, however, where the tagging procedure requires significantâ€¦ (More)

Many real-world processes result in an extensive logs of sequences of events, i.e., events coupled with time of occurrence. Examples of such process logs include alarms produced by a largeâ€¦ (More)

We present two algorithms for analytic asymptotic evaluation of the marginal likeÂ lihood of data given a Bayesian network with hidden nodes. As shown by previous work, this eva! uation isâ€¦ (More)

We investigate parameter priors for discrete DAG models. It was shown in previous works that a Dirichlet prior on the parameters of a discrete DAG model is inevitable assuming global and localâ€¦ (More)

We develop a closed form asymptotic forÂ mula to compute the marginal likelihood of data given a naive Bayesian network model with two hidden states and binary features. This formula deviates fromâ€¦ (More)

Motivation: The emphasis of genetic linkage analysis is rapidly shifting from the task of locating genes responsible for mendelian diseases, for which one major gene causes the disease, toâ€¦ (More)

The absorbance and EPR spectra of type 1 and 2 copper-binding centres which are present in ceruloplasmin (Cp) molecule were shown to disappear upon the reduction of the enzyme by ascorbate underâ€¦ (More)

Quantitative trait loci (QTL) of agriculturally valuable traits of soft spring wheat (Triticum aestivum L.) were mapped in two simultaneous and independent experiments that were carried out inâ€¦ (More)