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SLT & ML

The sharing of resources about Statistical Learning Theory and Machine Learning(includeing SVM,Semi-Supervised Learning,Ensemble Learning,Clustering) ,welcome to contact and communicate with me: Email: xiankaichen@gmail.com,QQ:112035246,

Tuesday, June 24, 2008

List of Important Machine Learning Journal

Machine Learning Journal


Journal of Machine learning research


Data Mining and Knowledge Discovery


IEEE-Transactions on Knowledge and Data Engineering


Knowledge and Information Systems


IEEE-Transactions on Pattern Analysis and Machine Intelligence


Artificial Intelligence Journal


IEEE-Transaction on Evolutionary Computation


Pattern Recognition


Neural Computation


IEEE-Transactions on Neural Networks

Posted by AKai at 1:01:00 AM

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      • spss数据归一化处理
      • Box Plot Graphs(盒图)
      • Bootstrap抽样方法(原理与实现)
      • 我对算法模型的总结
      • 聚类+fsvm
      • 了解国内机器学习研究动态的方法
      • List of Important Machine Learning Journal
      • Communications of the ACM Newsletter – New Digital...
      • 计算机博士交流群的一些记录(如何做学问)
      • "Learning Has Just Started" - an interview with Pr...
      • 人工智能机构(国外)
      • 人工智能机构(国内)
      • 人工智能界的牛人
      • 数据挖掘,机器学习,统计,matlab 的qq交流群
      • 快速学习某一个领域的好方法:Wikipedia
      • 人工智能会议
      • 如何检验两组实验结果有显著性差别
      • 数据挖掘常用的数据集

Links

  • AI Group(International)
  • AI Group(Chinese)
  • AI People
  • Computer Learning Research Centre
  • Data Mining Ebook
  • Duncan Watts - Principal Research Scientist
  • ICML2007
  • ICML2008
  • ICML2009
  • ICML2010
  • International AI Conference,Journal&Group (recommend!!)
  • John Shawe-Taylor's homepage
  • Journal of Artificial Intelligence Research
  • Journal of Machine Learning Research
  • Learning Theory
  • Machine Learning Journal
  • Nello Cristianini Homepage
  • Neural Networks
  • Nir Friedman
  • Professor Robert J. Aumann
  • ScienceMag
  • Tom Mitchell
  • Vladimir Vapnik Homepage
  • 小木虫(牛人多)
  • 数据仓库与数据挖掘(IT PUB.NET)
  • 数据分析论坛
  • 数据挖掘常用的数据集
  • 数据挖掘研究院
  • 研学论坛(数据挖掘板块)
  • 神威数据挖掘论坛(svm的资料多)
  • 胡清华个人主页
  • 陆振波个人主页
  • 黄波个人主页(神威异度空间)

My Links

  • CSDN
  • Learning has just started
  • PUDN(code download)
  • 中国统计网论坛
  • 自动化学报
  • 计算机学报
  • 软件学报

SVM

  • Kernel-Machines.Org
  • Support Vector Machines
  • 支持向量机软件包(svm software package)
  • 神威数据挖掘论坛

Multiple Kernel Learning

  • Bernhard Schölkopf, Prof. Dr.
  • Sören Sonnenbur
  • Mehmet Gönen
  • Alain Rakotomamonjy
  • Gert Lanckriet
  • Francis Bach

Ensemble Learning

  • Ensemble Learning(From wiki)
  • BoostingOrg

SLT

  • Statistical Learning Theory(From Wiki)

Matlab

  • Matlab官方论坛
  • Matlab中文论坛

Semi-Supervised Learning

  • semi-supervised learning(ebook)
  • Semi-supervised_learning(From Wiki)

My Blog List

  • 神威异度空间

About Me

AKai
雄关漫道真如铁, 而今迈步从头越。 从头越, 苍山如海, 残阳如血。
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