Reasoning based on rules extracted from trained neural networks via formal concept analysis

IEEE International Conference on Engineering of Intelligent Systems, ICEIS 2006

Volumn , Issue , 2006, Pages

  Zarate, L ^a   Vimieiro, R ^b   Vieira, N ^b  

^a UNA University   (Brazil)

^b FEDERAL UNIVERSITY OF MINAS GERAIS   (Brazil)

Author keywords

[No Author keywords available]

Indexed keywords

KNOWLEDGE REPRESENTATION; PROBLEM SOLVING; SOLAR ENERGY;

FORMAL CONCEPT ANALYSIS; NONLINEAR PROBLEMS; SOLAR ENERGY SYSTEM;

NEURAL NETWORKS;

EID: 40849085467     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (7)

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3. Ganter, B., Wille, R.: Formal concept analysis: Mathematical foundations. Springer Verlag (1996)
4. Ganter, B., Wille, R.: Applied lattice theory: Formal concept analysis. In: General lattice theory. 2 edn. Birkhäuser Verlag (1998) 591-605
5. Carpineto, C., Romano, G.: Concept data analysis, wiley (2004)
6. Zárate, L.E., Pereira, E.M.D., Soares, D.A., Silva, J.P.D., Vimieiro, R., Diniz, A.S.C.: Optimization of neural networks training sets via clustering: Application in solar collector representation. In Seruca, I., Filipe, J., Hammoudi, S., Cordeiro, J., eds.: Proceedings of 6th International Conference on Enterprise Information Systems. Volume 2., Porto, Portugal, ICEIS, INSTICC Press (2004) 147-152
7. Zárate, L.E., Pereira, E.M.D., Silva, J.P.D., Vimieiro, R., Diniz, A.S.C.: Neural representation of a solar collector with optimization of training sets. In Hamza, M.H., ed.: Proceedings of 17th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, Ottawa, Canada, IEA/AIE, ACTA Press (2004) 517-522