Fuzzy Systems in Medicine:
Provides an introduction to the fundamental concepts of fuzziness together with a compilation of recent advances in the application to medicine. The tutorials in the first part of the book range from basic concepts through theoretical frameworks to rule simplification through data clustering methodo...
Gespeichert in:
| Weitere Verfasser: | , , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Heidelberg
Physica-Verlag HD
2000
|
| Schriftenreihe: | Studies in Fuzziness and Soft Computing
41 |
| Schlagworte: | |
| Online-Zugang: | BTU01 FHI01 Volltext |
| Zusammenfassung: | Provides an introduction to the fundamental concepts of fuzziness together with a compilation of recent advances in the application to medicine. The tutorials in the first part of the book range from basic concepts through theoretical frameworks to rule simplification through data clustering methodologies and the design of multivariate rule bases through self-learning by mapping fuzzy systems onto neural network structures. The case studies which follow are representative of the wide range of applications currently pursued in relation to medicine. The majority of applications presented in this book are about bridging the gap between low-level sensor measurements and intermediate or high-level data representations. The book offers a comprehensive perspective from leading authorities world-wide and provides a tantalising glimpse into the role of sophisticated knowledge engineering methods in shaping the landscape of medical technology in the future |
| Beschreibung: | 1 Online-Ressource (XVII, 700 p) |
| ISBN: | 9783790818598 |
| DOI: | 10.1007/978-3-7908-1859-8 |
Internformat
MARC
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Datensatz im Suchindex
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| isbn | 9783790818598 |
| language | English |
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| series2 | Studies in Fuzziness and Soft Computing |
| spelling | Fuzzy Systems in Medicine edited by Piotr S. Szczepaniak, Paulo J. G. Lisboa, Janusz Kacprzyk Heidelberg Physica-Verlag HD 2000 1 Online-Ressource (XVII, 700 p) txt rdacontent c rdamedia cr rdacarrier Studies in Fuzziness and Soft Computing 41 Provides an introduction to the fundamental concepts of fuzziness together with a compilation of recent advances in the application to medicine. The tutorials in the first part of the book range from basic concepts through theoretical frameworks to rule simplification through data clustering methodologies and the design of multivariate rule bases through self-learning by mapping fuzzy systems onto neural network structures. The case studies which follow are representative of the wide range of applications currently pursued in relation to medicine. The majority of applications presented in this book are about bridging the gap between low-level sensor measurements and intermediate or high-level data representations. The book offers a comprehensive perspective from leading authorities world-wide and provides a tantalising glimpse into the role of sophisticated knowledge engineering methods in shaping the landscape of medical technology in the future Medicine & Public Health Health Informatics Artificial Intelligence (incl. Robotics) IT in Business Medicine Information technology Business / Data processing Health informatics Artificial intelligence Neuro-Fuzzy-System (DE-588)4560677-8 gnd rswk-swf 1\p (DE-588)4143413-4 Aufsatzsammlung gnd-content Neuro-Fuzzy-System (DE-588)4560677-8 s 2\p DE-604 Szczepaniak, Piotr S. 1953- (DE-588)120500612 edt Lisboa, Paulo J. G. 1958- (DE-588)120962128 edt Kacprzyk, Janusz 1947- (DE-588)110363248 edt Erscheint auch als Druck-Ausgabe 9783662003954 https://doi.org/10.1007/978-3-7908-1859-8 Verlag URL des Erstveröffentlichers Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Fuzzy Systems in Medicine Medicine & Public Health Health Informatics Artificial Intelligence (incl. Robotics) IT in Business Medicine Information technology Business / Data processing Health informatics Artificial intelligence Neuro-Fuzzy-System (DE-588)4560677-8 gnd |
| subject_GND | (DE-588)4560677-8 (DE-588)4143413-4 |
| title | Fuzzy Systems in Medicine |
| title_auth | Fuzzy Systems in Medicine |
| title_exact_search | Fuzzy Systems in Medicine |
| title_full | Fuzzy Systems in Medicine edited by Piotr S. Szczepaniak, Paulo J. G. Lisboa, Janusz Kacprzyk |
| title_fullStr | Fuzzy Systems in Medicine edited by Piotr S. Szczepaniak, Paulo J. G. Lisboa, Janusz Kacprzyk |
| title_full_unstemmed | Fuzzy Systems in Medicine edited by Piotr S. Szczepaniak, Paulo J. G. Lisboa, Janusz Kacprzyk |
| title_short | Fuzzy Systems in Medicine |
| title_sort | fuzzy systems in medicine |
| topic | Medicine & Public Health Health Informatics Artificial Intelligence (incl. Robotics) IT in Business Medicine Information technology Business / Data processing Health informatics Artificial intelligence Neuro-Fuzzy-System (DE-588)4560677-8 gnd |
| topic_facet | Medicine & Public Health Health Informatics Artificial Intelligence (incl. Robotics) IT in Business Medicine Information technology Business / Data processing Health informatics Artificial intelligence Neuro-Fuzzy-System Aufsatzsammlung |
| url | https://doi.org/10.1007/978-3-7908-1859-8 |
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