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

[31] A fault diagnosis application based on a combination case-based reasoning and ontology approach
Dendani-Hadiby, Nadjette
Khadir, M. Tarek
INTERNATIONAL JOURNAL OF KNOWLEDGE-BASED AND INTELLIGENT ENGINEERING SYSTEMS, 2013, 17 (04) : 305 - 317
[32] Application of case-based reasoning in a fault detection system on production of drippers
Khosravani, Mohammad Reza
Nasiri, Sara
Weinberg, Kerstin
APPLIED SOFT COMPUTING, 2019, 75 : 227 - 232
[33] Early fault classification in dynamic systems using Case-Based Reasoning
Bregon, Anibal
Simon, M. Aranzazu
Rodriguez, Juan Jose
Alonso, Carlos
Pulido, Belarmino
Moro, Isaac
CURRENT TOPICS IN ARTIFICIAL INTELLIGENCE, 2006, 4177 : 211 - 220
[34] DisCaRia-Distributed Case-Based Reasoning System for Fault Management
Ha Manh Tran
Schoenwaelder, Juergen
IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, 2015, 12 (04): : 540 - 553
[35] A case-based reasoning approach for fault detection state in bridges assessment
Ignat-Coman, Aurelian
Isoc, Dorin
Joldis, Adrian
Gaziuc, Ion
2008 IEEE INTERNATIONAL CONFERENCE ON AUTOMATION, QUALITY AND TESTING, ROBOTICS (AQTR 2008), THETA 16TH EDITION, VOL I, PROCEEDINGS, 2008, : 178 - 183
[36] Improvisation of case-based reasoning and its application for software fault prediction
Rashid, Ekbal
INTERNATIONAL JOURNAL OF SERVICES TECHNOLOGY AND MANAGEMENT, 2015, 21 (4-6) : 214 - 227
[37] Applying a case-based reasoning method for fault diagnosis during maintenance
Tsai, Y-T
PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART C-JOURNAL OF MECHANICAL ENGINEERING SCIENCE, 2009, 223 (10) : 2431 - 2441
[38] Case-based reasoning method for fault recovery with expanded similarity space
Li, Tuan-Jie
Wang, Fei-Jun
Yan, Tian-Hong
Xi'an Dianzi Keji Daxue Xuebao/Journal of Xidian University, 2008, 35 (03): : 499 - 503
[39] Case-based reasoning system for fault diagnosis of aero-engines
Chen, Mengqi
Qu, Rong
Fang, Weiguo
EXPERT SYSTEMS WITH APPLICATIONS, 2022, 202
[40] Application of case-based reasoning theory in fault diagnosis of power transformer
Qian, Z.
Gao, W. S.
Yan, Z.
ICPASM 2005: PROCEEDINGS OF THE 8TH INTERNATIONAL CONFERENCE ON PROPERTIES AND APPLICATIONS OF DIELECTRIC MATERIALS, VOLS 1 AND 2, 2006, : 242 - +

← 1 2 3 4 5 →