In contrast with belief propagation methods, this method can be proven to converge quickly and uniformly for any network topology, allowing networks to be as interconnected as the relationships warrant, with no independence assumptions required. The generalization properties of such a memory are aligned...
Quantitative analysis of data was carried out using the Attribute Agreement approach. The FEI2O explicitly provides a description of a domain regarding concepts, properties and relations of concepts. The main benefit of the FEI2O is to provide a comprehensive formal reference model and a common ...
properties of geographical space and geographical phenomena.They make representation and reasoning of spatial relations more accordant with the way that human beings manage and process spatial knowledge.This paper summarizes nine aspects of characteristics of geospatial relations.They include finititude and ...
Forcertainproblemsolvingtechniques –––‘Best’representationalreadyknownOftenarequirementofthetechniqueOrarequirementoftheprogramminglanguage(e.g.Prolog)Firstordertheoremproving…firstorderlogicInductivelogicprogramming…logicprogramsNeuralnetworkslearning…neuralnetworksSuitableformanydifferent(andnew)AIapplications Examples...
However, existing NRL methods ignore the impact of properties of relations on the object relevance in heterogeneous information networks (HINs). To tackle this issue, this paper proposes a new NRL framework, called Event2vec, for HINs to consider both quantities and properties of relations during ...
The issue, roughly put, concerns the range of properties that 'figure in' perceptual experience. The focus of the debate has been very much on the contents of visual experience. It is relatively uncontroversial that colour, shape, illumination, spatial relations, motion, and texture can all ...
Generic properties of representationsPath algebras modulo relationsThe irreducible components of varieties parametrizing the finite dimensional representations of a finite dimensional algebra Λ are explored, with regard to both their geometry and the structure of the modules they encode. Provided that the ...
Details of the graphs and their properties are given which emphasize the capacity of the PRI to accommodate great variability. Operational definitions and evidence of both validity and reliability are given. The penultimate section of the paper presents three examples of the use of the PRI. The ...
A decimal notation satisfies many simple mathematical properties. and it is a useful tool in the analysis of trees. A practical method is presented, that compresses the decimal codes while maintaining the fast determination of relations (e.g., ancestor, descendant, brother, etc.). A special ...
The use of a TFD for a particular purpose is inevitably based on particular assumptions concerning the properties of TFDs. To ensure that the conclusions of the analysis are sound, these assumptions must be identified and verified. In general, we may say that the desirable properties of TFDs ar...