Abstract
Paraconsistent artificial neural network (PANN) is a mathematical structure based on paraconsistent logic, which allows dealing with uncertainties and contradictions. In this paper we propose an application of PANN to analyze cephalometric measurements in order to support orthodontics diagnostics. Orthodontic and cephalometrical analysis taking into account several uncertainties and contradictions, ideal scenario to be treated by paraconsistent approach.
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Abe, J.M.: Fundamentos da Lógica Anotada (Foundations of Annotated Logics), (in Portuguese) Ph. D. Thesis, University of São Paulo, São Paulo (1992)
Abe, J.M.: Paraconsistent Artificial Neural Networks: An Introduction. In: Negoita, M.G., Howlett, R.J., Jain, L.C. (eds.) KES 2004. LNCS (LNAI), vol. 3214, pp. 942–948. Springer, Heidelberg (2004) ISSN 0302-9743, ISBN 3-540-23206-0
Da Silva Filho, J.I., Abe, J.M.: Fundamentos das Redes Neurais Paraconsistentes–Destacando Aplicações em Neurocomputação (in Portuguese) Editôra Arte & Ciência, p. 247 (2001), ISBN 85-7473-045-9
Dempster, A.P.: Generalization of Bayesian inference. Journal of the Royal Statistical Society Series B-30, 205–247 (1968)
Hecht-Nielsen, R.: Neurocomputing. Addison Wesley Pub. Co, New York (1990)
Kohonen, T.: Self-Organization and Associative Memory. Springer, Heidelberg (1984)
Sylvan, R., Abe, J.M.: On general annotated logics, with an introduction to full accounting logics. Bulletin of Symbolic Logic 2, 118–119 (1996)
Stephens, C., Mackin, N.: The validation of an orthodontic expert system rule-base for fixed appliance treatment planning. Eur. J. Orthod. 20, 569–578 (1998)
Del Santo Jr., M.: Influence of the Occlusal Plane on ANB and Wits Assessments of Anteroposterior Relationship of the Jaws. American Journal of Orthodontics and Dentofacial Orthopedics (2005) (in press)
Martins, D.R., Janson, G.R.P., Almeida, R.R., Pinzan, A., Henriques, J.F.C., Freitas, M.R.: Atlas de Crescimento Craniofacial, Ed. Santos, São Paulo, SP (in Portuguese) (1998)
Sorihashi, Y., Stephens, C.D., Takada, K.: An inference modeling of human visual judgment of sagittal jaw-base relationships based on cephalometry: Part II. Am. J. Orthod. Dentofac. Orthop. 117, 303–311 (2000)
Steiner, C.: Cephalometrics for you and me. Am. J. Orthod. 39, 729–755 (1953)
Jacobson, A.: “Wits” appraisal of jaw disharmony. Am. J. Orthod. 67, 125–138 (1975)
Jacobson, A.: The application of the “Wits” appraisal. Am. J. Orthod. 70, 179–189 (1971)
Ricketts, R.M.: Cephalometric analysis and synthesis. Angle Orthod. 31, 141–156 (1961)
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Abe, J.M., Ortega, N.R.S., Mário, M.C., Del Santo, M. (2005). Paraconsistent Artificial Neural Network: An Application in Cephalometric Analysis. In: Khosla, R., Howlett, R.J., Jain, L.C. (eds) Knowledge-Based Intelligent Information and Engineering Systems. KES 2005. Lecture Notes in Computer Science(), vol 3682. Springer, Berlin, Heidelberg. https://doi.org/10.1007/11552451_98
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DOI: https://doi.org/10.1007/11552451_98
Publisher Name: Springer, Berlin, Heidelberg
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