资源列表
SSL_PGP
- SSL(Semi-Supervised Learning) with PGP: Implementation of PGP Algorithm introduced in, Fang, Yuan, Kevin Chen-Chuan Chang, and Hady Wirawan Lauw. Graph-based semi-supervised learning: Realizing pointwise smoothness probabilistically. International Co
SSL_LP
- SSL(Semi-Supervised Learning) with GRF: Implementation of Label Propagation Algorithm introduced in, Zhu, Xiaojin, Zoubin Ghahramani, and John Lafferty. Semi-supervised learning using gaussian fields and harmonic functions. ICML. Vol. 3. 2003. (Origi
question-one
- K-means进行文字图像分类，基础方法一-exploit K-means to classify the graphs
question-two
- K-means进行文字图像分类，中心谱聚类方法-spectral_clustering is used to classify the photos
question-three
- 用改进的谱聚类算法一个标准人脸库进行了分类，效果很好-20 photos of 3 persons are classified correctly using modified spectral-clustering which may be useful to you
voice_identify
- 语音识别代码,平台为LDV7+SYN6288的语音识别驱动程序，本程序为口令模式。-voice identify
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
Data
- 《R统计与数据挖掘》一书中所有源码，可以直接编译- R statistics and data mining, a book all the source code, can be directly compiled
MATLAB-Codes
- ann+pso code in matlab
TSP_GA
- solve the TSP problem by GA