Objective: to develop and theoretically substantiate such an approach, which should ensure the creation of information calculation-analytical basis for planning implementation effective preventive measures aimed at minimizing occupational risks in workplace. Various approaches calculation risk are analyzed, primarily those based on results assessment working conditions workplace indicators prod...

Knowledge-level (KL) modeling can be character-ised as theory subset extraction where the extracted subset is consistent and relevant to some problem. Theory subset extraction is a synonym for Newell's principle of rationality, Clancey's model construction operators, and Breuker's components of expert solutions. In an abductive framework, a PSM is the extraction controller and is represented by...

Cervical cancer remains a significant cause of mortality in low-income countries. As in many other diseases, the existence of several screening/diagnosis methods and subjective physician preferences creates a complex ecosystem for automated methods. In order to diminish the amount of labeled data from each modality/expert we propose a regularization-based transfer learning strategy that encoura...

The long term research goal of our research group is to change the way a knowledge-based agent is built, from being programmed by a knowledge engineer (based on what he or she has learned from a domain expert) to being directly taught by a domain expert that receives limited or no support from a knowledge engineer. The investigated approach, called Disciple (Tecuci, 1998), relies on developing ...