DocumentCode :
3666230
Title :
Authorship Semantical Identification Using Holomorphic Chebyshev Projectors
Author :
Christian Napoli;Emiliano Tramontana;Grazia Lo Sciuto;Marcin Wozniak;Robertas Damaevicius;Grzegorz Borowik
Author_Institution :
Dept. of Math. &
fYear :
2015
fDate :
7/1/2015 12:00:00 AM
Firstpage :
232
Lastpage :
237
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.
Keywords :
"Chebyshev approximation","Databases","Transforms","Feature extraction","Radiation detectors","Polynomials","Modeling"
Publisher :
ieee
Conference_Titel :
Computer Aided System Engineering (APCASE), 2015 Asia-Pacific Conference on
Type :
conf
DOI :
10.1109/APCASE.2015.48
Filename :
7287025
Link To Document :
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