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  • 标题:Lattice-Cell : Hybrid Approach for Text Categorization
  • 本地全文:下载
  • 作者:Hichem Benfriha ; Fatiha Barigou ; Baghdad Atmani
  • 期刊名称:Computer Science & Information Technology
  • 电子版ISSN:2231-5403
  • 出版年度:2013
  • 卷号:3
  • 期号:8
  • 页码:207-216
  • DOI:10.5121/csit.2013.3817
  • 出版社:Academy & Industry Research Collaboration Center (AIRCC)
  • 摘要:In this paper, we propose a new text categorization framework based on Concepts Lattice and cellular automata. In this framework, concept structure are modeled by a Cellular Automaton for Symbolic Induction (CASI). Our objective is to reduce time categorization caused by the Concept Lattice. We examine, by experiments the performance of the proposed approach and compare it with other algorithms such as Naive Bayes and k nearest neighbors. The results show performance improvement while reducing time categorization
  • 关键词:Text Categorization; Concepts Lattice; Boolean Inference Engine; Cellular Automaton; CASI
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