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Book Categories |
Preface | ||
1 | Introduction | 1 |
2 | Sources of Uncertainty, Imprecision, and Inconsistency in Information Systems | 9 |
3 | Imperfect Information in Relational Databases | 35 |
4 | Uncertainty in Intelligent Databases | 89 |
5 | Uncertain, Incomplete, and Inconsistent Data in Scientific and Statistical Databases | 127 |
6 | Knowledge Discovery and Acquisition from Imperfect Information | 155 |
7 | Uncertainty in Information Retrieval Systems | 189 |
8 | Imperfect Information: Imprecision and Uncertainty | 225 |
9 | Probabilistic and Bayesian Representations of Uncertainty in Information Systems: A Pragmatic Introduction | 255 |
10 | An Introduction to the Fuzzy Set and Possibility Theory-Based Treatment of Flexible Queries and Uncertain or Imprecise Databases | 285 |
11 | Logical Handling of Inconsistent and Default Information | 325 |
12 | The Transferable Belief Model for Belief Representation | 343 |
13 | Approximate Reasoning Systems: Handling Uncertainty and Imprecision in Information Systems | 369 |
14 | On the Classification of Uncertainty Techniques in Relation to the Application Needs | 397 |
15 | A Bibliography on Uncertainty Management in Information Systems | 413 |
Index | 459 |
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