| 全书层分明、要念头清晰、表达准确、体系完整。书中对每种算法不仅进行了详尽的解释，还给出了算例及伪代码。每章后的练习和参考文献为读者提供了进一步思考相关问题的线索。 |
| Part One Introduction 1 Introduction 1.1 Basic Data Mining Tasks 1.2 Data Mining Versus Knowledge Discovery in Databases 1.3 Data Mining Issues 1.4 Data Mining Metrics 1.5 Social Implications of Data Mining 1.6 Data Mining from a Database Perspective 1.7 The Future 1.8 Exercises 1.9 Bibliographic Notes 2 Related Concepts 2.1 Database/OLTP Systems 2.2 Fuzzy Sets and Fuzzy Logic 2.3 Information Retrieval 2.4 Decison Support Systems 2.5 Dimensional Modeling 2.6 Indexing 2.7 Data Warehousing 2.8 OLAP 2.9 Web Search Engines 2.10 Statistics 2.11 Machine Learning 2.12 Summary 2.13 Exercises 2.14 Bibliographic Notes 3 Data Mining |
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