资源列表
神经网络
- 神经网络预测、神经网络分类,人工智能神经网络(Neural network prediction and neural network classification)
蚂蚁算法
- 蚁群算法又叫蚂蚁算法,借助蚂蚁的一些生活方式进行问题的解决,最著名的就是TSP问题(Ant colony algorithm, also called ant colony algorithm, solves the problem by means of some way of life of ants. The most famous problem is the TSP problem)
BPmatlab
- BP神经网络算法实现例子,多层感知机,对非线性函数逼近(neural network and Multilayer perceptron)
不确定多属性决策方法及应用
- 四川大学,徐泽水 教授编写的不确定多属性决策方法及应用(Uncertain multi-attribute decision making method and its application by Professor Xu Zeshui of Sichuan University)
PCA2
- 此代码为主成分分析,采用matlab编写,可以用于数据处理和人脸图像处理,此代码为基于pca的人脸识别。(This code is based on component analysis, written using MATLAB, can be used for data processing and face image processing, the code for PCA based face recognition)
chap8(遗传算法和粒子群算法)
- 遗传算法流程以及几种应用场景,matlab原程序代码及mat文件(Genetic algorithm process and several application scenarios, matlab original program code and mat files)
大数据下的机器学习算法综述
- 研究大数据环境下的机器学习算法成为学术界和产业界共同关注的话题. 文中主要分析和总结当前用于处理大数据的机器学习算法的研究现状.(Developing machine learning algorithms for big data is a research focus. In this paper, the state of the art machine learning techniques for big data are introduced and analyzed.)
Ensemble Methods Foundations and Algorithms
- This book provides researchers, students and practitioners with an introduction to ensemble methods. The book consists of eight chapters which naturally constitute three parts.
fuzzy.m
- 多种标准的模糊覆盖算法,从数据的标准化到覆盖结果输出,程序内容全面完整(It is a example of FCM algorithm where function is complete and complete.)
一种基于MapReduce的粗糙集并行属性约简算法
- 云计算技术是海量数据挖掘的一种高效解决方案,将MapReduce 并行计算模型与粗糙集属性约简算法相结合,提出一种基于MapReduce 的浓缩布尔矩阵并行属性约简算法。该算法提高了粗糙集属性约简算法对大数据的处理能力和效率,并能适应云计算环境。实验结果表明,所提算法具有良好的效率、加速比和可扩展性。(Cloud computing technology is a high efficient solution for massive data mining.)
带权重条件熵的属性约简算法
- 粗糙集理论中最重要的内容之一就是属性约简问题,现有的许多属性约简算法往往是基于属性对分类的重要性,如果属性约简的结果能满足用户实际需要的信息,如成本、用户的偏好等,那么约简理论将会有更高的实用价值。基于此,从信息熵的角度定义了带权重的属性重要性,然后重新定义了基于带权重的属性重要性的熵约简算法。最后通过实际例子说明,与基于属性重要性的熵约简算法相比,考虑权重的算法更加符合用户的实际需求。(Attribute reduction is one of the most important conte
2047
- Calculation multifractal detrended fluctuation analysis matlab program, Machine learning routines, Rapid expansion of random spanning tree algorithm.