题名

Statistics and Data Mining

DOI

10.29973/JCSA.200506.0007

作者

Jing Shyr

关键词

Discriminant analysis ； hierarchical clustering ； k-means clustering ； Multi-Layer Perception MLP ； neural network ； projection pursuit ； regression analysis ； supervised learning ； Support Vector Machine SVM ； Radial

期刊名称

中國統計學報

卷期/出版年月

43卷2期（2005 / 06 / 01）

页次

231 - 238

内容语文

英文
英文摘要

The desire for learning the relationships from data has resulted in a lot of research on statistics and data mining. The two fields have developed separately for years. Many wonder about their similarities. This paper will discuss their relationships from the underlying mathematical point of views and also from the problems they intend to solve.
主题分类 基礎與應用科學 > 統計
参考文献
  1. Chiu, T.,Fang, D.,Chen, J.,Wang, Y.,Jeris, C.(2001).A robust and scalable clustering algorithm for mixed type attributes in large database environment.Proceedings of the 7th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining,263-268.
  2. Hastie, T.,Tibshirani, R.,Friedman, J.(2001).The Elements of Statistical Learning, Data Mining, Inference and Prediction.New York:Springer-Verlay.
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