NN-driven fuzzy reasoning

Universal Triple I Method for Fuzzy Reasoning and Fuzzy Controller

As a generalization of the triple I method, the universal triple Imethod is investigated from the viewpoints of both fuzzy reasoningand fuzzy controller. The universal triple I principle is putforward, which improves the previous triple I principle. Then,unified form of universal triple I method is established based onthe (0,1)-implication or R-implication. Moreover, the reversibilityproperty o...

Fuzzy Reasoning and Fuzzy Optimization

Data-Driven Logical Reasoning

The co-existence of heterogeneous but complementary data sources, such as ontologies and databases describing the same domain, is the reality of the Web today. In this paper we argue that this complementarity could be exploited both for discovering the knowledge not captured in the ontology but learnable from the data, and for enhancing the process of ontological reasoning by relying on the com...

Coherence and Fuzzy Reasoning

Upper and lower conditional previsions are defined by the Choquet integral with respect to the Hausdorff outer and inner measures when the conditioning events have positive and finite Hausdorff outer or inner measures in their dimension; otherwise, when conditioning events have infinite or zero Hausdorff outer or inner measures in their dimension, they are defined by a 0-1 valued finitely, but ...

Fuzzy Spatial Reasoning

We present a fuzzy version of the crisp spatial logic developed by Randell et al., which takes the single relation connected−with as primitive. Membership functions are defined for each spatial relation defined in the crisp theory. Furthermore, principles are presented for defining linguistic variables whose linguistic values are spatial relations. The work reported here addresses spatial reaso...