Tong Xiao-Jun

Harbin Institute of Technology, Harbin, Heilongjiang Sheng, China

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Publications (2)0 Total impact

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    Tong Xiao-Jun, Cui Ming-Gen, Song Guo-Long
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    ABSTRACT: Automatic text classifying is an import application of the information processing technology. This paper introduces the key techniques of Chinese text categorization such as text preprocessing, feature selection, feature representation, training and classifying algorithm, especially analyses the current most important several feature selection methods with emphasis. A Chinese text classifier based on KNN algorithm was developed. The system can preferably implement Chinese automatic text categorization and has a higher quality. We also use this classifier to compare several feature selection methods. In the end, we utilize the experiment results to prove the importance role of feature selection in text categorization.
    Wireless Communications, Networking and Mobile Computing, 2007. WiCom 2007. International Conference on; 10/2007
  • Tong Xiao-jun, Cui Ming-gen
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    ABSTRACT: Chaos defined in general in quantitative characteristics is not a strict definition .In this paper two new chaos functions are proposed and theoretical proof about chaos is finished based on a strict Devaney definition. Using composite chaotic system character, a composite chaos sequences cipher algorithm is designed, which map have uniform distribution function and delta-like self-correlation, and can produce balance nature series to 0-1 after quantified. The unchanged probability of composite chaos makes ciphertext has a good random. As the sensitivity to initial condition and random nature to iterative function choice, key and plaintext and ciphertext form complex and sensitive nonlinear relations, and the correlation is very small. The leaking of ciphertext to key and plaintext information can effectively be prevented. The experimental result show that the system has a very high safety and the key space is expanded.
    Wireless Communications, Networking and Mobile Computing, 2007. WiCom 2007. International Conference on; 10/2007

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Institutions

  • 2007
    • Harbin Institute of Technology
      • School of Computer Science and Technology
      Harbin, Heilongjiang Sheng, China
    • Harbin Institute of Technology at Weihai
      Wei-hai-shih, Shandong Sheng, China