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具体阐述了FCM聚类算法的的相关知识,相信对分类方面的研究会很有帮助-specify a FCM clustering algorithm associated knowledge, I believe that the classification will support research
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遗传算法改进的模糊C-均值聚类MATLAB源码
模糊C-均值算法容易收敛于局部极小点,为了克服该缺点,将遗传算法应用于模糊C-均值算法(FCM)的优化计算中,由遗传算法得到初始聚类中心,再使用标准的模糊C-均值聚类算法得到最优分类结果。
-Value algorithm (FCM) of the optimization calculations, by the genetic algorithm is the initial cluster centers, and the
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模糊C聚类 分类 很有中文注释 希望对各位有帮助-Fuzzy C clustering classification is very English note you want to help
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模糊分类是目前比较流行的用于数据挖掘的分类算法,而Fanny是其中一种基于FCM算法,用于实现模糊分类的应用程序-Fuzzy clustering is a popular method for data clustering and classification in data mining, Fanny program realizes one of FCM algorithms, to achieve the application of fuzzy clustering
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FCM分类,效果很好,希望与大家分享,并多多交流-FCM classification, a good effect, and we wish to share, and interact more
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模糊C-均值算法容易收敛于局部极小点,为了克服该缺点,将遗传算法应用于模糊C-均值算法(FCM)的优化计算中,由遗传算法得到初始聚类中心,再使用标准的模糊C-均值聚类算法得到最优分类结果。-Fuzzy C-means algorithm converges to local minimum points easily, in order to overcome the shortcomings of genetic algorithm is applied to fuzzy C-means al
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FCM算法是一种基于划分的聚类算法,它的思想就是使得被划分到同一簇的对象之间相似度最大,而不同簇之间的相似度最小。模糊C均值算法是普通C均值算法的改进,普通C均值算法对于数据的划分是硬性的,而FCM则是一种柔性的模糊划分。-FCM algorithm is a clustering algorithm based on division, the idea is to make it to the same cluster is divided into the biggest similari
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基于FCM的信号分类算法,模式识别领域的重要算法之一,特别适用于有周期特征的-The signal classification based on FCM algorithm, the important field of pattern recognition algorithms, especially for a period characterized by
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模糊聚类方法实现,重点实现分类,有详细解释-Fuzzy clustering method, focusing achieve classification, explained in detail
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结合模糊聚类和广义神经网络回归的聚类算法对数据进行分类-Combined with fuzzy clustering and generalized regression neural network clustering algorithm for data classification
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在matlab软件中,自己编程实现的一个分类算法,算法首先采用kmeans与fcm聚类分析方法进行采样,然后利用svm对选取得样本进行分类-In matlab software, own programming to achieve a classification algorithm, the algorithm first used fcm kmeans cluster analysis methods and sampling, and then use the elections to
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matlab中FCM分类的代码,是我看过代码中,相对简单的,适合初学者使用-FCM classification code in matlab, I have seen the code, relatively simple, suitable for beginners
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对indianna州农业图FCM分类,实现了分类结果。-State Agricultural diagram of indianna FCM classification, to achieve the classification results.
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模糊C-均值算法容易收敛于局部极小点,为了克服该缺点,将遗传算法应用于模糊C-均值算法(FCM)的优化计算中,由遗传算法得到初始聚类中心,再使用标准的模糊C-均值聚类算法得到最优分类结果。-Fuzzy C- means algorithm is easy to converge to a local minimum, in order to overcome this drawback, the genetic algorithm is applied to the fuzzy C- means
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为了精准、稳定地提取滚动轴承故障特征,提出了基于变分模态分解和奇异值分解的特征提取方法,采用标准模糊C均值聚类(fuzzy C means clustering, FCM)进行故障识
别。对同一负荷下的已知故障信号进行变分模态分解,利用
奇异值分解技术进一步提取各模态特征,通过FCM形成标准聚类中心,采用海明贴近度对测试样本进行分类,并通过计算分类系数和“卜均模糊嫡对分类性能进行评价,将该方法
应用于滚动轴承变负荷故障诊断。通过与基于经验模态分解的特征提取方法对比,该方法对标准FCM
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Improved genetic algorithm and fuzzy C- means clustering MATLAB source. The fuzzy C- means algorithm is easy to converge to local minima, in order to overcome the shortcomings of the genetic algorithm is applied to fuzzy C- means algorithm (FCM) opti
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模糊聚类识别算法,可以用于机械故障诊断中的故障分类(Fuzzy clustering recognition algorithm can be used in fault classification of mechanical fault diagnosis)
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使用模糊C均值聚类(FCM)的方法对状态进行分类,其优点首先是可以根据实际情况自动确定聚类中心,减少人工干涉的因素,其次,对状态特征参数不是进行硬分类,而是通过隶属度的表征方式对其聚类,更加符合现实状态类别之间不具备明显界限的实际问题。(The use of fuzzy C mean clustering (FCM) method to classify the state, its advantage is first can automatically determine the clust
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