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  • 标题:A Heuristic Approach to the Disease Diagnose System�Using Machine Learning Algorithms (An Expert Advisory System for EMU Bird's Diseases)
  • 本地全文:下载
  • 作者:P.Naga Jyothi ; S .Suresh ; M.Surendra Prasad Babu
  • 期刊名称:International Journal on Computer Science and Engineering
  • 印刷版ISSN:2229-5631
  • 电子版ISSN:0975-3397
  • 出版年度:2010
  • 卷号:2
  • 期号:2
  • 页码:256-258
  • 出版社:Engg Journals Publications
  • 摘要:The paper deals with the concepts of expert system and data mining belongs to the Artificial Intelligence fields. The main task of expert system is to ratiocination, while the machine learning algorithm is to find the better optimal solution. This paper mainly focuses on diagnoses of the disease which is effected to the Emu bird by mechanism of Particle Swarm Optimization (PSO) algorithm and Artificial Bee Colony(ABC) algorithm. The decisive rules of database is mined and that could be applied in expert system. Thus, by applying optimization techniques resulting to best global optimized solution.
  • 关键词:Optimization; Global optimal solution; Machine Learning algorithm; Expert system; Decisive rules.
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