Intelligent systems for information processing: from representation to applications
Intelligent systems are required to enhance the capacities being made available to us by the internet and other computer based technologies. The theory necessary to help providing solutions to difficult problems in the construction of intelligent systems are discussed. In particular, attention is pa...
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| Format: | Electronic eBook |
|---|---|
| Language: | English |
| Published: |
Amsterdam Boston
Elsevier
2003
|
| Edition: | 1st ed |
| Subjects: | |
| Online Access: | FLA01 Volltext Volltext |
| Summary: | Intelligent systems are required to enhance the capacities being made available to us by the internet and other computer based technologies. The theory necessary to help providing solutions to difficult problems in the construction of intelligent systems are discussed. In particular, attention is paid to situations in which the available information and data may be imprecise, uncertain, incomplete or of a linguistic nature. Various methodologies to manage such information are discussed. Among these are the probabilistic, possibilistic, fuzzy, logical, evidential and network-based frameworks. One purpose of the book is not to consider these methodologies separately, but rather to consider how they can be used cooperatively to better represent the multiplicity of modes of information. Topics in the book include representation of imperfect knowledge, fundamental issues in uncertainty, reasoning, information retrieval, learning and mining, as well as various applications. Key Features: Tools for construction of intelligent systems; Contributions by world leading experts; Fundamental issues and applications; New technologies for web searching; Methods for modeling uncertain information; Future directions in web technologies; Transversal to methods and domains |
| Item Description: | Includes bibliographical references and index |
| Physical Description: | 1 online resource (x, 478 pages) illustrations |
| ISBN: | 9780444513793 0444513795 9780080525655 0080525652 |
Staff View
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| discipline | Informatik |
| edition | 1st ed |
| format | Electronic eBook |
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| spelling | Intelligent systems for information processing from representation to applications edited by Bernadette Bouchon-Meunier, Laurent Foulloy, Ronald R. Yager 1st ed Amsterdam Boston Elsevier 2003 1 online resource (x, 478 pages) illustrations txt rdacontent c rdamedia cr rdacarrier Includes bibliographical references and index Intelligent systems are required to enhance the capacities being made available to us by the internet and other computer based technologies. The theory necessary to help providing solutions to difficult problems in the construction of intelligent systems are discussed. In particular, attention is paid to situations in which the available information and data may be imprecise, uncertain, incomplete or of a linguistic nature. Various methodologies to manage such information are discussed. Among these are the probabilistic, possibilistic, fuzzy, logical, evidential and network-based frameworks. One purpose of the book is not to consider these methodologies separately, but rather to consider how they can be used cooperatively to better represent the multiplicity of modes of information. Topics in the book include representation of imperfect knowledge, fundamental issues in uncertainty, reasoning, information retrieval, learning and mining, as well as various applications. Key Features: Tools for construction of intelligent systems; Contributions by world leading experts; Fundamental issues and applications; New technologies for web searching; Methods for modeling uncertain information; Future directions in web technologies; Transversal to methods and domains COMPUTERS / Expert Systems bisacsh Artificial intelligence fast Expert systems (Computer science) fast Uncertainty (Information theory) fast Artificial Intelligence Expert Systems Uncertainty Expert systems (Computer science) Congresses Uncertainty (Information theory) Congresses Artificial intelligence Congresses (DE-588)1071861417 Konferenzschrift gnd-content Bouchon-Meunier, Bernadette 1948- Sonstige (DE-588)111566851 oth Foulloy, L. Sonstige oth Yager, Ronald R. 1941- Sonstige (DE-588)139994378 oth International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems < Annecy, France> Sonstige oth http://www.sciencedirect.com/science/book/9780444513793 Verlag URL des Erstveröffentlichers Volltext https://www.sciencedirect.com/science/book/9780444513793 Verlag URL des Erstveröffentlichers Volltext |
| spellingShingle | Intelligent systems for information processing from representation to applications COMPUTERS / Expert Systems bisacsh Artificial intelligence fast Expert systems (Computer science) fast Uncertainty (Information theory) fast Artificial Intelligence Expert Systems Uncertainty Expert systems (Computer science) Congresses Uncertainty (Information theory) Congresses Artificial intelligence Congresses |
| subject_GND | (DE-588)1071861417 |
| title | Intelligent systems for information processing from representation to applications |
| title_auth | Intelligent systems for information processing from representation to applications |
| title_exact_search | Intelligent systems for information processing from representation to applications |
| title_full | Intelligent systems for information processing from representation to applications edited by Bernadette Bouchon-Meunier, Laurent Foulloy, Ronald R. Yager |
| title_fullStr | Intelligent systems for information processing from representation to applications edited by Bernadette Bouchon-Meunier, Laurent Foulloy, Ronald R. Yager |
| title_full_unstemmed | Intelligent systems for information processing from representation to applications edited by Bernadette Bouchon-Meunier, Laurent Foulloy, Ronald R. Yager |
| title_short | Intelligent systems for information processing |
| title_sort | intelligent systems for information processing from representation to applications |
| title_sub | from representation to applications |
| topic | COMPUTERS / Expert Systems bisacsh Artificial intelligence fast Expert systems (Computer science) fast Uncertainty (Information theory) fast Artificial Intelligence Expert Systems Uncertainty Expert systems (Computer science) Congresses Uncertainty (Information theory) Congresses Artificial intelligence Congresses |
| topic_facet | COMPUTERS / Expert Systems Artificial intelligence Expert systems (Computer science) Uncertainty (Information theory) Artificial Intelligence Expert Systems Uncertainty Expert systems (Computer science) Congresses Uncertainty (Information theory) Congresses Artificial intelligence Congresses Konferenzschrift |
| url | http://www.sciencedirect.com/science/book/9780444513793 https://www.sciencedirect.com/science/book/9780444513793 |
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