资源列表
wang_sun_part1
- 度量学习在数据挖掘中的应用，是电子文档！对理解相当有帮助。-Measure learning in data mining applications, electronic document! Very helpful for understanding.
knn_demo
- 可以demo的KNN分类器，对模式识别十分重要的作用，有着较好的分类效果，可以帮助新手更好的理解KNN原理，对人脸识别有着很好的演示作用。-Can demo KNN classifier, the pattern recognition is an important role, has a good classification effect, can help beginners a better understanding of KNN principle, has a very good
distanceKNN
- 可以分别设置度量距离的KNN分类器，有欧式和马氏距离。对模式识别十分重要的作用，有着较好的分类效果，可以帮助新手更好的理解KNN原理，对人脸识别有着很好的演示作用。-Distance can be set respectively KNN classifier, style and markov distance. For pattern recognition is an important role, has a good classification effect, can help be
MATLAB-Codes
- ann+pso code in matlab
TSP_GA
- solve the TSP problem by GA
GA_PSO
- hybrid GA & PSO in matlab
FUZZYaEVOULOTIONARY-
- hybrid fuzzy & (pso-DE-GA)
clustering_ICA
- clustering by Imperialist Competitive Algorithm - ICA in datamining
iToolbox
- 选择偏最小二乘的最佳区间，提高预测精度，减小计算量-interval least Least Squares to reduce the computational work while keeping higher predictive accuracy
threecircle
- 人工生成三个同心圆数据，分别用传统谱聚类算法和NJW算法进行分类，都得到很好的效果-Three concentric circles artificially generated data, respectively, with the traditional spectral clustering and classification algorithms NJW, have been very good results
k_means
- k-means聚类算法，该算法已经经过验证，描述了聚类的过程-k-means clustering algorithm, which has been validated, we describe the process of clustering
24567507qpso-svm
- 一个粒子群优化的支持向量机，运行过的，很好用，供初学者参考-A particle swarm optimization support vector machine (SVM), running, useful, reference for beginners