Journal of the Korean Institute of Intelligent Systems (한국지능시스템학회논문지)

Korean Institute of Intelligent Systems (한국지능시스템학회)
권호 표지

Design and Implementation of Intelligent Agent System for Pattern Classification

  • Kim, Dae-su (Department of Computer Science, Hanshin University) ;
  • Park, Ji-hoon (Department of Computer Science, Hanshin University) ;
  • Chang, Jae-khun (Department of Computer Science, Hanshin University) ;
  • Na, Guen-sik (Department of Computer Science, Hanshin University)
  • Published : 2001.12.01
Download PDF
⟨ Previous Next ⟩

Abstract

Recently, due to the widely use of personal computers and internet, many computer users requested intelligent system that can cope with various types of requirements and user-friendly interfaces. Based on this background, researches on the intelligent agent are now activating in various fields. In this paper, we modeled, designed and implemented an intelligent agent system for pattern classification by adopting intelligent agent concepts. We also investigated the pattern classification method by utilizing some pattern classification algorithms for the common data. As a result, we identified that 300 3-dimensional data are applied to three pattern classification algorithms and returned correct results. Our system showed a distinguished user-friendly interface feature by adopting various agents including graphic agent.

Keywords

References

  1. SIAM J. Applied Math v.40 Detection and characterization of cluster substructure Part Ⅰ, Linear structure : Fuzzy c-lines J. C. Bezdek;C. Coray;R. Gunderson;J. Watson
  2. Pattern Recognition with Fuzzy Objective Function Algorithms J. C. Bezdek
  3. Int. J. of Man-Machine Studies v.39 Toward a taxonomy of multi-agent systems S. Bird
  4. IEEE Trans. Pattern Analysis and Machine Intelligence v.PAMI-8 no.2 Efficient Implementation of the Fuzzy c-means Clustering Algorithm R. L. Cannon;J. v. Dave;J. C. Bezdek
  5. Internet Agents: Spiders, Wanderers, Brokers, and Bots F. Cheong
  6. Pattern Classification and Scene Analysis R. O. Duda;P. E. Hart
  7. 23rd Southeastern Symposium in System Theory Self-organizing Neural Networks for Unsupervised Color Image Recognition Dae Su Kim;T. L. Huntsberger
  8. 10th Annual IEEE International Phoenix Conf. on Computers and Communications Self-organizing Neural Networks for Unsupervised Pattern Recognition Dea Su Kim;T. L. Huntsberger
  9. International Journal of Fuzzy Logic and Intelligent Systems v.1 no.1 Medeling of Bank Asset Management System based on Intelligent Agent Dea-Su Kim;Chang-Suk Kim
  10. Pattern Recognition as Statistical Approach P. A. Devijver;J. Kittler
  11. J. of Cybermetics v.3 no.3 A Fuzzy relative of the ISODATA process and its use in detecting compact well-separated clusters J. C. Dunn
  12. Technical Report CMU-CS-93-159, School of Computer Science Formalizing properties of agents R. Goodwin
  13. Hybrid Architectures for Intelligent Systems A. Kandel;G. Langholz
  14. Pattern recognition principles J. T. Tou;R. C. Gonzalez
  15. Pattern Recognition Approach to Data Interpretation D. D. Wolff;M. L. Parsons