discovering knowledge in data: an introduction to data mining

Wiley, 2005

 

1 INTRODUCTION TO DATA MINING

2 DATA PREPROCESSING

3 EXPLORATORY DATA ANALYSIS

4 STATISTICAL APPROACHES TO ESTIMATION AND PREDICTION

5 k-NEAREST NEIGHBOR ALGORITHM

6 DECISION TREES

7 NEURAL NETWORKS

8 HIERARCHICAL AND k-MEANS CLUSTERING

9 KOHONEN NETWORKS 

10 ASSOCIATION RULES 

11 MODEL EVALUATION TECHNIQUES

[此贴子已经被作者于2008-4-21 19:46:05编辑过]