Text attribution and classification, for both information retrieval and analysis, have become one of the main issues in the matter of security, trust and copyright preservation. This paper proposes an innovative approach for text classification using Chebyshev polynomials and holomorphic transforms of the coefficients space. The main advantage of this choice lies in the generality and robustness of the proposed semantical identifier, which can be applied to various contexts and lexical domains without any modification
Authorship Semantical Identification using Holomorphic Chebyshev Projectors / Napoli, C; Tramontana, E; Lo Sciuto, G; Wozniak, M; Damasevicius, R; Borowik, G. - (2015), pp. 232-237. (Intervento presentato al convegno Asia-Pacific Conference on Computer-Aided System Engineering, APCASE 2015 tenutosi a Quito, Pichincha; Ecuador) [10.1109/APCASE.2015.48].
Authorship Semantical Identification using Holomorphic Chebyshev Projectors
Napoli C
;
2015
Abstract
Text attribution and classification, for both information retrieval and analysis, have become one of the main issues in the matter of security, trust and copyright preservation. This paper proposes an innovative approach for text classification using Chebyshev polynomials and holomorphic transforms of the coefficients space. The main advantage of this choice lies in the generality and robustness of the proposed semantical identifier, which can be applied to various contexts and lexical domains without any modification| File | Dimensione | Formato | |
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