@techreport{TR-IC-96-16, number = {IC-96-16}, author = {Wainer, Jacques and Rezende, Alexandre M.}, title = {A Temporal Extension to the Parsimonious Covering Theory}, month = {November}, year = {1996}, institution = {Institute of Computing, University of Campinas}, note = {In English, 19 pages. \par\selectlanguage{english}\textbf{Abstract} This paper presents a temporal extension to the parsimonious covering theory (PCT), so instead of associating to each disorder a set of manifestation as it is done in PCT, one associates to each disorder a temporal graph that contains information about duration and elapsed time between the beginning of the manifestations. The definitions of solutions for temporal diagnostic problems is presented as well as algorithms that compute this solution. We also include some limited form of probabilistic information into the model in order to study how categorical rejection, the elimination of explanations that contain a disease for which a necessary manifestation is not present, interacts with temporal information. An application in a medical domain is presented and discussed. } }