| 基于免疫聚类的RBF神经网络在中医舌诊诊断中的应用 |
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| 引用本文： | 谢铮桂,韦玉科,钟少丹.基于免疫聚类的RBF神经网络在中医舌诊诊断中的应用[J].计算机应用与软件,2009,26(4). |
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| 作者姓名： | 谢铮桂 韦玉科 钟少丹 |
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| 作者单位： | 1. 广东工业大学计算机学院,广东,广州,510090;韩山师范学院数学与信息技术系,广东,潮州,521041
2. 广东工业大学计算机学院,广东,广州,510090 |
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| 摘 要： | 研究基于人工免疫聚类的RBF(Radial-Basis Function)神经网络应用于中医舌诊诊断,构建一个中医舌诊智能诊断的神经网络模型,旨在提高模型的诊断能力和收敛速度.对输入样本集进行数据归一化处理,采用改进的基于免疫聚类的RBF算法进行学习、训练.以肝病病证诊断进行仿真,结果表明:该中医舌诊智能诊断系统具有诊断能力强、收敛速度快,泛化能力强等特点.因此,基于人工免疫聚类的RBF神经网络应用于中医舌诊诊断的研究是可行的,有效的.
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| 关 键 词： | 人工神经网络 舌诊 人工免疫聚类 径向基函数神经网络 |
APPLYING IMMUNE CLUSTERING BASED RBF NEURAL NETWORKS IN TONGUE INSPECTION OF TCM DIAGNOSIS |
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| Xie Zhenggui,Wei Yuke,Zhong Shaodan.APPLYING IMMUNE CLUSTERING BASED RBF NEURAL NETWORKS IN TONGUE INSPECTION OF TCM DIAGNOSIS[J].Computer Applications and Software,2009,26(4). |
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| Authors: | Xie Zhenggui Wei Yuke Zhong Shaodan |
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| Affiliation: | Faculty of Computer;Guangdong University of Technology;Guangzhou 510090;Guangdong;China;Department of Math and Information Technology;Hanshan Normal University;Chaozhou 521041;China |
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| Abstract: | The paper focuses on applying the artificial immune clustering based RBF neural networks in tongue inspection of TCM diagnosis.A neural networks model for intelligent tongue inspection of TCM diagnosis was constructed aiming at improving the model's diagnostic ability and convergence rate.The data in input sample set were treated in normalization,and the improved immune clustering based RBF algorithm was used in learning and training.The hepatic disease symptom is used for simulation.The experimental result... |
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