Aggregating Features and Matching Cases on Vague Linguistic Expressions

Schuster, Alfons; Dubitzky, Werner; Lopes, Philippe; Adamson, Kenneth; Bell, David A.; Hughes, John G.; White, John A.

Aggregating Features and Matching Cases on Vague Linguistic Expressions

Alfons Schuster, Werner Dubitzky, Philippe Lopes, Kenneth Adamson, David A. Bell, John G. Hughes, John A. White

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Proceedings of the Fifteenth International Joint Conference on Artificial Intelligence. Case-based Reasoning. Pages 252-256.

Abstract

Decision making based on the comparison of multiple criteria of two or more alternatives, is the subject of intensive research. In many decision making situations, a single criterion consists of more than one piece of information, and therefore might be regarded as a Jump of aggregated information . This paper proposes a general method for aggregating information. To accomplish information aggregation we have developed a fuzzy expert system. Results from an application of our approach in the domain of Coronary Heart Disease Risk Assessment (CHDRA) indicate the value of the information aggregation process of the system. We also show in this paper, how a case-based reasoning (CBR) system can greatly benefitin its time performance and ability to manage uncertainty-from the information aggregation method .

Alfons Schuster, Werner Dubitzky, Philippe Lopes, Kenneth Adamson, David A. Bell, John G. Hughes, and John A. White. 1997. Aggregating Features and Matching Cases on Vague Linguistic Expressions. In Proceedings of the Fifteenth International Joint Conference on Artificial Intelligence, IJCAI-97. IJCAI, 252–256. https://ijcai.org/proceedings/1997/38

@inproceedings{ijcai1997p38,
  title     = {Aggregating Features and Matching Cases on Vague Linguistic Expressions},
  author    = {Schuster, Alfons and Dubitzky, Werner and Lopes, Philippe and Adamson, Kenneth and Bell, David A. and Hughes, John G. and White, John A.},
  booktitle = {Proceedings of the Fifteenth International Joint Conference on
               Artificial Intelligence, {IJCAI-97}},
  publisher = {International Joint Conferences on Artificial Intelligence},
  editor    = {Martha E. Pollack},
  pages     = {252--256},
  year      = {1997},
  note      = {Case-based Reasoning},
  url       = {https://ijcai.org/proceedings/1997/38},
}

TY  - CPAPER
TI  - Aggregating Features and Matching Cases on Vague Linguistic Expressions
AU  - Schuster, Alfons
AU  - Dubitzky, Werner
AU  - Lopes, Philippe
AU  - Adamson, Kenneth
AU  - Bell, David A.
AU  - Hughes, John G.
AU  - White, John A.
T2  - Proceedings of the Fifteenth International Joint Conference on Artificial Intelligence, IJCAI-97
PB  - International Joint Conferences on Artificial Intelligence
PY  - 1997
SP  - 252
EP  - 256
UR  - https://ijcai.org/proceedings/1997/38
ER  -