最 低 价：￥475.10
定 价：￥527.93
作 者：ChengqiZhang，ShichaoZhang 著 著
出 版 社：Oversea Publishing House
出版时间：2002-1-1
I S B N：9783540435334
| 1.Introduction 1.1 What Is Data Mining？ 1.2 Why Do We Need Data Mining？ 1.3 Knowledge Discovery in Databases（KDD） 1.4 Data Mining Tadk 1.5 Data Mining Techniques 1.6 Data Mining and Marketing 1.7 Solving Real-World Problems by Data Mining 1.8 Summary 2.Association Rule 2.1 Basic Concepts 2.2 Measurement of Association Rules 2.3 Searching Frequent Itemsets 2.4 Research into Mining Association Rules 2.5 Summary 3.Negative Association Rule 3.1 Introduction 3.2 Focusing on Itemsets of Interest 3.3 Effectiveness of Focusing on Infrequent Itemsets of Interest 3.4 Itemsets of Interest 3.5 Searching Interesting Itemsets 3.6 Negative Association Rules of Interest 3.7 Algorithms Design 3.8 Iden tifying Reliable Exceptions 3.9 Comparisons 3.10 Summary 4.Causality in Databases 4.1 Introduction 4.2 Basic Defintions 4.3 Data Partitioning 4.4 Dependecy among Variables 4.5 Causality in Probabilistic Databases 4.6 Summary 5.Causal Rule Analysis 6.Association Rules in Very Large Databases 7.Association Rules in Small Databases 8.Conclusion and Future Work References Subject Index |
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