基于全纯切比雪夫投影的作者身份语义识别

Christian Napoli, E. Tramontana, G. L. Sciuto, M. Woźniak, Robertas Damaevicius, G. Borowik
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引用次数: 12

摘要

文本的归属和分类,对于信息检索和分析来说,已经成为安全、信任和版权保护问题的主要问题之一。本文提出了一种基于切比雪夫多项式和系数空间全纯变换的文本分类方法。这种选择的主要优点在于所提出的语义标识符具有通用性和鲁棒性,可以在不进行任何修改的情况下应用于各种上下文和词汇域。
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Authorship Semantical Identification Using Holomorphic Chebyshev Projectors
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.
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