苏州大学计算机科学与技术学院,江苏,苏州,215006
纸质出版:2008
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谢琳, 李凡长. 一类动态模糊机器学习算法研究[J]. 电子学报, 2008,36(S1):114-119.
XIE Lin, LI Fan-zhang. Research on the Kind of Dynamic Fuzzy Machine Learning Algorithm[J]. Acta Electronica Sinica, 2008, 36(S1): 114-119.
现有的各种机器学习方法在面对数据的动态模糊性问题时
面临严峻挑战.本文主要针对数据的动态模糊性
给出了一类动态模糊机器学习模型
及其局部线性嵌入算法和改进的局部线性嵌入算法
并对算法的稳定性进行分析
通过实例验证说明算法是有效的.
The machine learning is an important technolo gy of the data analysis.But facing data dynamic fuzziness questions
many learning algorithms faced with stern challenge.This paper mainly aims at the character of dynamic fuzzy of data
gives the kind of dynamic fuzzy machine learning model
the locally linear embedding algorithm and the improved locally linear embedding algorithm.It analyses the algorithms stability
and confirms their effective through the examples.
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