We introduce the generalized semi-Markov decision process (GSMDP) as an extension of continuous-time MDPs and semi-Markov decision processes (SMDPs) for modeling stochastic decisi...
Term translation probabilities proved an effective method of semantic smoothing in the language modelling approach to information retrieval. We use Generalized Latent Semantic Ana...
In this paper we demonstrate the generalization property of spiking neurons trained with ReSuMe method. We show in a set of experiments that the learning neuron can approximate the...
GeneralElectric has created case-basedreasoningsystems for remotediagnostics,call center automation,andinternal productivityprojects. CBRapplications havebeenusedto remotelydiagno...
Weintroducethe fuzzymeasureas a unifyingstructure for modelingknowledgeabout an uncertain variable. Weshowthat a large class of well establishedtypes of uncertainty representation...