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Book Categories |
| 1 | Introduction | 1 |
| 2 | Basic notions | 9 |
| 2.1 | Fuzzy sets | 9 |
| 2.2 | Set-theoretic operations | 13 |
| 2.3 | Special fuzzy sets | 19 |
| 2.4 | Extension principle and applications | 24 |
| 2.5 | Fuzzy relations | 33 |
| 2.6 | Fuzzy functions | 40 |
| 2.7 | Measuring the uncertainty | 44 |
| 3 | Basic notions of data analysis | 61 |
| 3.1 | Data | 61 |
| 3.2 | Grouping and transformations | 63 |
| 3.3 | Similarity and distances | 64 |
| 3.4 | Cluster analysis | 73 |
| 3.5 | Evaluation of functional relationships | 79 |
| 3.6 | Projection techniques | 82 |
| 4 | Fuzzy data | 89 |
| 4.1 | Simple fuzzy data | 89 |
| 4.2 | Complex fuzzy data | 98 |
| 4.3 | Simple operations and transformations | 108 |
| 5 | Qualitative analysis | 121 |
| 5.1 | Fuzzy clustering | 122 |
| 5.2 | Similarity of fuzzy data | 127 |
| 5.3 | Fuzzy similarity of fuzzy data | 145 |
| 5.4 | Shape similarity | 160 |
| 6 | Quantitative analysis | 185 |
| 6.1 | Preliminary operations | 185 |
| 6.2 | Local functional approximation | 188 |
| 6.3 | Global evaluation | 191 |
| 6.4 | Global approximation of fuzzy data | 207 |
| 6.5 | Some fuzzy counterparts | 215 |
| 6.6 | Minimization of fuzzy functions | 230 |
| 7 | Evaluation of methods | 241 |
| 7.1 | Towards a normative theory | 242 |
| 7.2 | Truth evaluation | 251 |
| 7.3 | Possibility evaluation | 263 |
| 7.4 | Probability evaluation | 273 |
| 7.5 | Fuzzy measure evaluation | 300 |
| Bibliography | 307 | |
| Subject Index | 327 | |
| List of Symbols | 339 |
| Price | Condition | Delivery | Seller | Action |
| $99.99 | Digital |
| WonderClub |
Thor Heimdahl
reviewed Fuzzy Data Analysis on September 07, 2008
Fuzzy Data Analysis
Though I am new to the philosophy and history of science, this book is somewhat of a stand out in the way it tackles how science made the break with Aristotelian methodology. This is both a good and bad thing. Good in that Dear presents a gradual picture of the scientific revolution, and details factors and actants as connected to a larger world rather than portraying "science" as this inner world where people sit around destroying former paradigms (I'm looking at you Kuhn, well not really, but that formative book). Bad in that Dear spends a lot of time talking about Jesuits as if they had no religious context and sort of neglects the impacts of the protestant reformation.
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