▍1. Social-Networks-PPT-a-R
主要内容为R语言环境下的社交网络数据挖掘,附有源代码和数据,并包含案例所使用的PPT和相关文献。(The main content is under R locales social network data mining, with the source code and data, and includes cases PPT and related documentation used.)
主要内容为R语言环境下的社交网络数据挖掘,附有源代码和数据,并包含案例所使用的PPT和相关文献。(The main content is under R locales social network data mining, with the source code and data, and includes cases PPT and related documentation used.)
通过包围盒法和K-D树法实现电云数据的邻域收索,邻域值可以自动设置(Point cloud data by bounding boxes and K-D tree search method income neighborhood, neighborhood values can be automatically set)
基于matlab实现的一个在线迁移学习算法OTL,(Based on matlab to achieve an online migration learning algorithm OTL,)
说明: 利用K均值聚类对鸢尾花样本进行聚类的matlab程序,包含源代码、样本数据、聚类结果(The matlab program of clustering iris samples by K-means clustering, including source code, sample data and clustering results)
机器学习与R语言(machine_learning)源代码下载,内含R语言实现机器学习算法和应用案例(Machine learning and R language (machine_learning) source code download, containing R language to implement machine learning algorithms and application cases)
一种特征提取方法:结合主元分析(PCA)和核主元分析(KPCA)的前馈神经网络(FNN)(A feature extraction method: the feedforward neural network (FNN) combined with principal component analysis (PCA) and kernel principal component analysis (KPCA))
Python数据预处理示例,包括数据清洗、数据整合、数据变换等操作。(Python data preprocessing examples, including data cleaning, data integration, data transformation and other operations.)
说明: Python数据预处理示例,包括数据清洗、数据整合、数据变换等操作。(Python data preprocessing examples, including data cleaning, data integration, data transformation and other operations.)
说明: 简单的LSTM进行预测,附带数据集方便测试(simple test of LSTM is used for prediction , and related datasets is attached in the file.)
说明: 用来作分类识别的KNN算法,非常好用非常好用(A very useful nearest neighbor algorithm)
说明: 一种信号的处理方法,用于非平稳的信号处理(A signal processing method for nonstationary signal processing)
聚类分析31省市的经济情况,以每个聚类簇的平均值来衡量省市经济的发展水平。(Cluster analysis of the economic situation of 31 provinces and municipalities, with the average value of each cluster to measure the level of economic development of provinces and municipalities.)
数据挖掘在经侦项目中的应用,本文用到python中的社区划分算法(In the application of data mining in economic investigation projects, this paper uses community partition algorithm in Python.)
该程序用于分类,用到的算法是Bagging and Knn 两种算法(This program is used for classification, the algorithm used is bagging and knn two algorithms)
用于信号特征提取,提取信号的小波包能量谱(Extracting the wavelet packet energy spectrum of the signal)