Integrating inference and neural classification in a hybrid system for recognition tasks.

De Gregorio, Massimo. "Integrating inference and neural classification in a hybrid system for recognition tasks.." Mathware and Soft Computing 3.1-2 (1996): 271-279. <http://eudml.org/doc/39078>.

@article{DeGregorio1996,
abstract = {While the coupling of artificial of neural networks (ANN) and symbolic AI (SAI) is a strategy adopted in many hybrid systems, a real integration of the two methodologies has not been thoroughly investigated yet: so far, most hybrid systems have been viewed as just an engineering shortcut to solve complex problems in which one methodology alone seems too weak. In this paper, an approach to integrating ANN and SAI is presented. The basic idea explored here is that there is much more to hybrid models than a coupling of methodologies for the sake of avoiding engineering problems.},
author = {De Gregorio, Massimo},
journal = {Mathware and Soft Computing},
keywords = {Redes neuronales; Inteligencia artificial; Resolución de problemas; Lógica simbólica},
language = {eng},
number = {1-2},
pages = {271-279},
title = {Integrating inference and neural classification in a hybrid system for recognition tasks.},
url = {http://eudml.org/doc/39078},
volume = {3},
year = {1996},
}

TY - JOUR
AU - De Gregorio, Massimo
TI - Integrating inference and neural classification in a hybrid system for recognition tasks.
JO - Mathware and Soft Computing
PY - 1996
VL - 3
IS - 1-2
SP - 271
EP - 279
AB - While the coupling of artificial of neural networks (ANN) and symbolic AI (SAI) is a strategy adopted in many hybrid systems, a real integration of the two methodologies has not been thoroughly investigated yet: so far, most hybrid systems have been viewed as just an engineering shortcut to solve complex problems in which one methodology alone seems too weak. In this paper, an approach to integrating ANN and SAI is presented. The basic idea explored here is that there is much more to hybrid models than a coupling of methodologies for the sake of avoiding engineering problems.
LA - eng
KW - Redes neuronales; Inteligencia artificial; Resolución de problemas; Lógica simbólica
UR - http://eudml.org/doc/39078
ER -