A CBR method for CFW prevention and treatment

作者:Yang, Zhengang*; Deng, Feiqi; Liu, Weizhang; Fang, Yongmei
来源:Expert Systems with Applications, 2009, 36(3): 5469-5474.
DOI:10.1016/j.eswa.2008.06.115

摘要

Different from the conventional methods, this paper presents a case-based reasoning (CBR) method for cucumber fusarium wilt (CFW) prevention and treatment, with vantage case-based indexing and retrieval mechanism, sensitivity analysis based reasoning method and Recall evaluation based case retaining strategy. The optimal interval of case dissimilarity distance threshold T is inferred from the experimental results by X fold cross-validation method. The experiments and application show that useful information can be generated for CFW prevention and treatment and the dynamic adjustment for decision-making of cucumber planting can be assisted by the proposed CBR system.