Fault Resolution in Case-Based Reasoning

被引：0

作者：

Tran, Ha Manh ^{[1
]}

Schoenwaelder, Juergen ^{[1
]}

机构：

[1] Jacobs Univ Bremen, Bremen, Germany

来源：

PRICAI 2008: TRENDS IN ARTIFICIAL INTELLIGENCE | 2008年 / 5351卷

关键词：

Case-Based Reasoning; Probabilistic Reasoning; Fault Resolution; Fault Management;

D O I：

暂无

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

We present a study of reasoning methods in Case-Based Reasoning, which can be applied for the communication system fault domain. Inspired by the reasoning approach of the experts in medical diagnosis, we propose a probabilistic reasoning method which comprises two processes: a ranking process restricting the scope of a problem and a selection process finding promising solutions for the problem. We experimentally evaluate this method and draw lessons from the results to improve it.

引用

页码：417 / 429

页数：13

共 50 条

[41] Distributed case-based reasoning
Plaza, Enric
Mcginty, Lorraine
KNOWLEDGE ENGINEERING REVIEW, 2005, 20 (03): : 261 - 265
[42] Ceaseless case-based reasoning
Martin, RJ
Plaza, E
ADVANCES IN CASE-BASED REASONING, PROCEEDINGS, 2004, 3155 : 287 - 301
[43] CASE-BASED REASONING - AN INTRODUCTION
KETLER, K
EXPERT SYSTEMS WITH APPLICATIONS, 1993, 6 (01) : 3 - 8
[44] Reformulation in case-based reasoning
Melis, E
Lieber, J
Napoli, A
ADVANCES IN CASE-BASED REASONING, 1998, 1488 : 172 - 183
[45] Case-based reasoning: an overview
deMantaras, RL
Plaza, E
AI COMMUNICATIONS, 1997, 10 (01) : 21 - 29
[46] A case-based reasoning approach to zero anaphora resolution in Chinese texts
Wu, Dian-Song
Liang, Tyne
COMPUTER PROCESSING OF ORIENTAL LANGUAGES, PROCEEDINGS: BEYOND THE ORIENT: THE RESEARCH CHALLENGES AHEAD, 2006, 4285 : 520 - +
[47] The Case for Circularities in Case-Based Reasoning
Parsodkar, Adwait P.
Deepak, P.
Chakraborti, Sutanu
CASE-BASED REASONING RESEARCH AND DEVELOPMENT, ICCBR 2023, 2023, 14141 : 85 - 101
[48] Case-based reasoning in design
Maher, ML
Garza, AGD
IEEE EXPERT-INTELLIGENT SYSTEMS & THEIR APPLICATIONS, 1997, 12 (02): : 34 - 41
[49] Textual case-based reasoning
Weber, RO
Ashley, KD
Brüninghaus, S
KNOWLEDGE ENGINEERING REVIEW, 2005, 20 (03): : 255 - 260
[50] Continuous case-based reasoning
Ram, A
Santamaria, JC
ARTIFICIAL INTELLIGENCE, 1997, 90 (1-2) : 25 - 77

← 1 2 3 4 5 →