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Tesis Doctoral
Operadores de generalización para el aprendizaje clausal
(2002)
"En esta memoria hemos estudiado los procesos de generalización, el paso de lo particular a lo general, cuando la información está expresada en lenguaje clausal. Para ello hemos definido unos operadores adaptados a los ...
Ponencia
Towards a Practical Argumentative Reasoning with Qualitative Spatial Databases
(Springer, 2003)
Classical database management can be flawed if the Knowledge database is built within a complex Knowledge Domain. We must then deal withinconsistencies and, in general, withanomalies of several types. In this paper we ...
Ponencia
A methodology for the computer-aided cleaning of complex knowledge databases
(IEEE Computer Society, 2002)
In environments with complex cognitive structure (such as semantic web or sophisticated spatial databases for geographical information systems), classical methods for detecting anomalies can be inadequate. In this paper ...
Ponencia
Generalizing Programs via Subsumption
(Springer, 2003)
In this paper we present a class of operators for Machine Learning based on Logic Programming which represents a characterization of the subsumption relation in the following sense: The clause C 1 subsumes the clause C 2 ...
Artículo
Logic Negation with Spiking Neural P Systems
(Springer, 2020)
Nowadays, the success of neural networks as reasoning systems is doubtless. Nonetheless, one of the drawbacks of such reasoning systems is that they work as black-boxes and the acquired knowledge is not human readable. ...
Ponencia
Proximidad entre cláusulas en programación lógica inductiva
(Universidad de Sevilla - Fundación El Monte, 2001)
Ponencia
A Topological Study of the Upward Refinement Operators on ILP
(CEUR-WS, 2000)
Ponencia
A Quasi-Metric for Machine Learning
(Springer, 2002)
The subsumption relation is crucial in the Machine Learning systems based on a clausal representation. In this paper we present a class of operators for Machine Learning based on clauses which is a characterization of the ...
Ponencia
Towards a Practical Argumentative Reasoning with Qualitative Spatial Databases
(Springer, 2003)
Classical database management can be flawed if the Knowledge database is built within a complex Knowledge Domain. We must then deal withinconsistencies and, in general, withanomalies of several types. In this paper we ...