search query: @indexterm BOND RATINGS / total: 13
reference: 3 / 13
| Author: | Shin, K.-S. Man, I. |
| Title: | A case-based approach using inductive indexing for corporate bond rating |
| Journal: | Decision Support Systems
2001 : NOV, VOL. 32:1, p. 41-52 |
| Index terms: | COMPANIES BONDS BOND RATINGS OPTIMIZATION |
| Language: | eng |
| Abstract: | Case-based reasoning (CBR) is a problem solving technique by re-using past cases and experiences to find a solution to problems. This paper investigates the effectiveness of inductive learning approach to case indexing process for business classification tasks. The authors suggest this approach as a unifying framework to combine general domain knowledge and case-specific knowledge. The authors' particular interest involves optimal or near optimal decision trees that represent an optimal combination level between the two knowledge types. The proposed approach is demonstrated by applications to corporate bond rating. |
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