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统计学习理论和SVM(支持向量机).ppt统计学习理论和SVM(支持向量机).ppt-Statistical learning theory and SVM (support vector machine). Ppt statistical learning theory and SVM (support vector machine). Ppt
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统计学习理论的本质
统计学习理论的本质-The nature of statistical learning theory the nature of statistical learning theory the nature of statistical learning theory
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关于统计学习正则化的阈值算法，对现有的最小二乘问题进行扩展。-On statistical learning is the threshold algorithm is based on the expansion of the existing least squares problems.
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《统计学习基础：数据挖掘、推理与预测》的全彩英文版，人工智能机器学习领域的必读书目，此版本为最新的第三次排版，很有价值-<The elements of statistical learning:Data mining,inference,and prediction>,color edition,the must-own book in the area of AI/Machine Learning,and it s the latest edition of publishmen
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优秀论文及配套源码。首先阐述了负荷预测的应用研究现状，概括了负荷预测的特点及其影响因素，归纳了短期负荷预测的常用方法，并分析了各种方法的优劣；接着介绍了作为支持向量机（SVM）理论基础的统计学习理论和SVM的原理，推导了SVM回归模型；本文采用最小二乘支持向量机（LSSVM）模型，根据浙江台州某地区的历史负荷数据和气象数据，分析影响预测的各种因素，总结了负荷变化的规律性，对历史负荷数据中的“异常数据”进行修正，对负荷预测中要考虑的相关因素进行了归一化处理。LSSVM中的两个参数对模型有很大影响，
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Statistical Learning and Visualization in MATLAB
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学习统计学及图像处理不可或缺的经典之作，内容丰富，并且有难度！需要好好揣摩学系！-Statistical learning and image processing indispensable classic, rich, and difficult! Department needs a good try to figure out!
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统计学习理论 Vapnik
本书是对统计学习理论和支持向量机方法的全面、系统、详尽的阐述，是各领域中研究和应用机器学习理论与方法的科研工作者和研究生的重要参考资料。-Statistical learning theory Vapnik book of statistical learning theory and support vector machine method of comprehensive, systematic and detailed exposition of the
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资料中含有统计学习理论和支持向量机的多篇论文-With statistical learning theory and support vector machines papers
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Statistical Learning in Automated Troubleshooting Application to LTE Interference Mitigation
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经典的统计学习理论书籍,详细讲解了关于统计学习的理论。-This a classic book about the statistical learning theory
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人工智能的数学基础理论（统计学习），全面介绍了有关数据挖掘、机器学习和模式识别的内容。-Mathematical foundations of artificial intelligence theory (statistical learning), a comprehensive introduction about data mining, machine learning and pattern recognition content.
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本书是关于语音活动检测新方法的期刊，文中提出了统计学习理论-This book is about a new voice activity detection method of journals, this paper put forward the statistical learning theory
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一本很好的统计学习的参考书,很适合初学者
-This is a good reference of statistical learning, and it is very suitable for beginners!
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该书籍介绍了很好的统计学习方法，能为机器学习和数据挖掘的爱好者提供很好的理论依据。-The book describes the good statistical learning method that can provide a good theoretical basis for machine learning and data mining enthusiasts.
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经典的书，李航讲的统计学习方法，里面主要涉及监督学习方法，感知机、K邻近法、决策树、支持向量机等-Classic book, statistical learning methods Li Hang speak, which is mainly involved in supervised learning method, Perceptron, K neighboring France, decision trees, support vector machine
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本书讲述了统计学习的基本方法，适合统计学习的初学者(Statistical learning)
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This book describes the important ideas in these areas in a common conceptual framework. While the approach is statistical, the emphasis is on concepts rather than mathematics. Many examples are given, with a liberal use of color graphics. It is a va
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statistical learning source code
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An Introduction to Statistical Learning with Applications in R-Springer (2014),R Code for Labs
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