- Title
- A fuzzy derivative approach to classification of outcomes from the ADRAC database
- Creator
- Mammadov, Musa; Saunders, Gary; Yearwood, John
- Date
- 2004
- Type
- Text; Journal article
- Identifier
- http://researchonline.federation.edu.au/vital/access/HandleResolver/1959.17/37315
- Identifier
- vital:541
- Identifier
-
https://doi.org/10.1111/j.1475-3995.2004.00449.x
- Identifier
- ISSN:1475-3995
- Abstract
- The Australian Adverse Drug Reaction Advisory Committee (ADRAC) database has been collected and maintained by the Therapeutic Goods Administration. In this paper we study a part of his database (Card2) which contains records having just reactions from the Cardiovascular group. Drug-reaction relationships are presented by a vector of degrees which shows the degree of association of a drug with each class of reactions. In this work we examine these relationships in the classification of reaction outcomes. A modified version of the fuzzy derivative method (FDM2) is used for classification.; C1
- Publisher
- Online Blackwell Publishing
- Relation
- International Transactions in Operational Research Vol. 11, no. 2 (2004), p. 169-180
- Rights
- Copyright Blackwell Publishing
- Rights
- This metadata is freely available under a CCO license
- Subject
- 0102 Applied Mathematics; Adverse Drug Reaction (ADR); Cardiovascular; Fuzzy sets; Classification
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