机器学习算法与应用  

Algorithms and Applications on Machine Learning

作　　者：张磊[1] 陈东 王建新[1] 高献伟[1] 段晓毅[1] ZHANG Lei;CHEN Dong;WANG Jianxin;GAO Xianwei;DUAN Xiaoyi(Beijing Electronic Science &Technology Institute,Beijing 100070,China)

机构地区：[1]北京电子科技学院电子信息工程系,北京100070

出　　处：《北京电子科技学院学报》2017年第4期51-56,共6页Journal of Beijing Electronic Science And Technology Institute

摘　　要：本文从三个方面介绍了机器学习。首先简单介绍5种典型的机器学习算法,以及典型算法之间结合的集成算法。其次,在典型算法基础上介绍了结合其他学科的量子机器学习和李群机器学习,给出了两种学习算法的基本步骤。最后,介绍了机器学习在数据挖掘、模式识别领域以及侧信道攻击中的应用。This paper introduced Machine Learning from three aspects.Firstly,we introduced five typical machine learning algorithms,and ensemble learning algorithms.Secondly,based on the typical algorithms,we introduced quantum machine learning and Lie group machine learning.We also gave the basic steps of the two learning algorithms.Finally,the application of machine learning in data mining, pattern recognition and side channel attack was introduced.

关 键 词：机器学习 量子机器学习 李群机器学习 模式识别 侧信道攻击 

分 类 号：TPL81[自动化与计算机技术]