Artificial Immune Network with Feature Selection for Bank Term Deposit Recommendation | |
---|---|
學年 | 104 |
學期 | 2 |
出版(發表)日期 | 2016-06-15 |
作品名稱 | Artificial Immune Network with Feature Selection for Bank Term Deposit Recommendation |
作品名稱(其他語言) | |
著者 | Xiao-Yong Lu; Xiao-Qiang Chu; Meng-Hui Chen; Pei-Chann Chang ; Shih-Hsin Chen |
單位 | |
出版者 | |
著錄名稱、卷期、頁數 | Expert Systems with Applications 54, p.235-247 |
摘要 | This paper proposes an artificial immune network approach combined with feature selection techniques for bank term deposit recommendation. The method utilizes immune system principles to identify optimal feature subsets and improve prediction accuracy in banking marketing campaigns. The proposed algorithm demonstrates superior performance compared to traditional machine learning methods in terms of both accuracy and computational efficiency. Experimental results on real banking datasets show significant improvements in customer targeting and conversion rates. |
關鍵字 | artificial immune network; feature selection; bank marketing; term deposit; recommendation system; machine learning |
語言 | en_US |
ISSN | 0957-4174 |
期刊性質 | 國外 |
收錄於 | SCI Scopus |
產學合作 | |
通訊作者 | |
審稿制度 | 是 |
國別 | TWN |
公開徵稿 | |
出版型式 | ,電子版 |
相關連結 |
機構典藏連結 ( http://tkuir.lib.tku.edu.tw:8080/dspace/handle/987654321/128048 ) |