搜索资源列表
knn
- 朴素贝叶斯(Naive Bayes, NB)算法是机器学习领域中常用的一种基于概率的分类算法，非常简单有效。k近邻法(k-Nearest Neighbor, kNN)[30,31]又称为基于实例(Example-based, Instance-bases)的算法，其基本思想相当直观：Rocchio法来源于信息检索系统，后来最早由Hull在1994年应用于分类[74]，从那以后，Rocchio方法就在文本分类中广泛应用起来。
video scaler
- Scales streaming video up or down in resolution. Bilinear and nearest neighbor modes are supported. Run-time adjustment of input and output resolution, scaling factors, and scale type.
PCA_KNN.rar
- 主成分分析+最近邻分类器，经典的原理介绍论文，可参照。,PCA+ nearest neighbor classifier, the classic paper describes the principle, can refer to.
空间插值方法汇总
- Inverse Distance to a Power（反距离加权插值法） Kriging（克里金插值法） Minimum Curvature（最小曲率） Modified Shepard s Method（改进谢别德法） Natural Neighbor（自然邻点插值法） Nearest Neighbor（最近邻点插值法） Polynomial Regression（多元回归法） Radial Basis Function（径向基
PSO_Algorithm
- PSO’s precursor was a simulator of social behavior, that was used to visualize the movement of a birds’ flock. Several versions of the simulation model were developed, incorporating concepts such as nearest-neighbor velocity matching and accele
refpaper6_hcrnumkannada
- Abstract. This paper describes a system for isolated Kannada handwritten numerals recognition using image fusion method. Several digital images corresponding to each handwritten numeral are fused to generate patterns, which are stored in 8x8 ma
McCannLowe_CVPR2012_1925
- 图像分类算法，2012年CVPR中的文章，效果还可以，采用“Local Naive Bayes Nearest Neighbor”方法-Image classification algorithm, CVPR 2012 article, the effect can also " Local Naive Bayes Nearest Neighbor method
Dynamic-vp-tree
- vp-tree动态索引对于给定成对的距离搜索 搜索相邻…… 该文章为国外文献 以供各位参考-Dynamic vp-tree indexing for n-nearest neighbor search for foreign literature for the reference to the given pairs from the article
DCT
- 提出了一种基于DCT提取人脸特征技术和支持向量机分类模型的人脸识别方法。利用离 散余弦变换可提取人脸可识别的大部分信息,而支持向量机作为分类器,在处理小样本、高维数等 方面具有独特的优势,且泛化能力很强,无需先验知识。从ORL 人脸库上的实验结果可以看出, DCT特征提取是很有效的,且SVM的分类性能优于最近邻分类器,同时提高了整个系统的运算速 度。-A face recognition method based on DCT for face feature extractio
MIML-kNN
- It is a matlab code for K Nearest Neighbor algorithm.
An-improved-K-nearest-neighbor-algorithm-for-text
- its about imporvment of KNN algorithm
Interpolation-Technique-for-WZVC
- The manuscr ipt describes performance comparison of nearest-neighbor interpolation and bilinear to reduce the complexity of decoder WZVC.
Nearest-Neighbour-Interpolation
- A code for implementing Nearest Neighbor Interpolation
K-nearest-neighbor-algorithm
- 从K近邻算法、距离度量谈到KD树、SIFT+BBF算法,讲解详细，非常有用-From K neighbor algorithm and distance measurement when it comes to KD tree, SIFT+ BBF algorithm, explain in detail, very useful
LSH
- 用LSH算法实现近似最近邻检索，并提高了效率-With LSH algorithm approximate nearest neighbor search, and improves efficiency
classificiation-algorithm-overview
- 机器学习领域经典分类算法综述，包括Decision Tree（ＩＤ３、C4.5(C5.0)、CART、PUBLIC、SLIQ和SPRINT算法），三种典型贝叶斯分类器（朴素贝叶斯算法、TAN算法、贝叶斯网络分类器），k-近邻 、 基于数据库技术的分类算法（ MIND算法、GAC-RDB算法），基于关联规则（CBA:Classification Based on Association Rule）的分类（Apriori算法），支持向量机分类，基于软计算的分类方法（粗糙集（rough set）、遗传
dynamic-region-merging
- In the proposed algorithm, these two issues are solved by a novel predicate, which is defined by the sequential probability ratio test (SPRT) and the minimal cost criterion. Starting from an over-segmented image, neighboring regions are progressivel
PCA-based-facial-recognition
- 基于PCA特征提取和距离哈希K近邻分布的人脸表情识别-PCA-based feature extraction and distribution of K-nearest neighbor distance hash Facial Expression Recognition
Traveling-Salesman-Problem---Nearest-Neighbor
- Nearest Neighbour algorithm for a TSP with 7 cities. The solution changes as the starting point is changed The nearest neighbour (NN) algorithm (a greedy algorithm) lets the salesperson choose the nearest unvisited city as his next move. This algor
A Fuzzy K-Nearest Neighbor Algorithm
- 模糊k近邻的经典理论之作，很详细，大家可以下载(A Fuzzy K-Nearest Neighbor Algorithm)