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· 제목 : Mining Imperfect Data: Dealing with Contamination and Incomplete Records (Paperback)
· 분류 : 외국도서 > 컴퓨터 > 인공지능(AI)
· ISBN : 9780898715828
· 쪽수 : 305쪽
· 출판일 : 2005-04-01
· 분류 : 외국도서 > 컴퓨터 > 인공지능(AI)
· ISBN : 9780898715828
· 쪽수 : 305쪽
· 출판일 : 2005-04-01
목차
- Preface
- Chapter 1: Introduction
- Chapter 2: Imperfect Datasets: Characters, Consequences, and Causes
- Chapter 3: Univariate Outlier Detection
- Chapter 4: Data Pretreatment
- Chapter 5: What Is a “Good” Data Characterization?
- Chapter 6: Generalized Sensitivity Analysis
- Chapter 7: Sampling Schemes for a Fixed Dataset
- Chapter 8: Concluding Remarks and Open Questions
- Bibliography
- Index.
