Design issues in fuzzy case-based reasoning

被引：81

作者：

Slonim, TY

Schneider, M ^{[1
]}

机构：

[1] Tel Aviv Univ, Dept Elect Engn, Holon Technol Ctr, IL-69978 Tel Aviv, Israel

[2] Holon Technol Ctr, Dept Comp Sci, Tel Aviv, Israel

来源：

FUZZY SETS AND SYSTEMS | 2001年 / 117卷 / 02期

关键词：

similarity measures; fuzzy case-based reasoning; case representation; fuzzy matching algorithms;

D O I：

10.1016/S0165-0114(99)00055-X

中图分类号：

TP301 [理论、方法];

学科分类号：

081202 ;

摘要：

This paper focuses on the aspect of case representation in case-based reasoning systems. We introduce an augmentation in which each case is weighted individually over an independent set of properties. In addition, we encourage the use of fuzzy-valued properties, and show their incorporation in this representation. Combining these two characteristics, we receive the framework for a versatile Fuzzy CBR system. (C) 2001 Elsevier Science B.V. All rights reserved.

引用

页码：251 / 267

页数：17

共 15 条

[1] [Anonymous], 1996, FUZZY EXPERT SYSTEM
[2] Bonissone P. P., 1993, IPMU '92 - Advanced Methods in Artificial Intelligence. 4th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, P161
[3] BOUCHONMEUNIER B, 1994, IJCAI 93, P38
[4] BUNKE H, 1994, 1 EUR WORKSH EWCBR 9, P106
[5] CHEETHAM W, 1995, 2 INT C ICCBR 97, P1
[6] JANETZKO D, 1993, 16 GERM C ART INT GW, P283
[7] LEE RW, 1995, 1 INT C ICCBR 95, P510
[8] MACKELLAR BK, 1994, P 13 ANN INT COMP SO, P634
[9] MYLLYMAKI P, 1994, 1 EUR WORKSH EWCBR 9, P144
[10] Riesbeck C. K., 1989, INSIDE CASE BASED RE

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