Publication | Closed Access
INSIDE: a connectionist case-based diagnostic expert system that learns incrementally
16
Citations
6
References
1991
Year
Unknown Venue
Artificial IntelligenceInertial Navigation SystemEngineeringMachine LearningIntelligent DiagnosticsDiagnosisIntelligent SystemsSystem DiagnosisAerospace SystemsData ScienceData MiningMedical Expert SystemSystems EngineeringSingapore AirlinesKnowledge RepresentationMachine SystemsCase-based ReasoningExpert SystemsAircraft NavigationKnowledge DiscoveryDecision Support SystemsComputer ScienceProblem DiagnosisKnowledge BaseAviation SystemsAutomated ReasoningDiagnostic SystemBusinessFlight Control Systems
The authors describe a connectionist case-based diagnostic expert system that can learn while the system is being used. The system, called INSIDE (Inertial Navigation System Interactive Diagnostic Expert), was developed for Singapore Airlines to assist the technicians in diagnosing the inertial navigation system used by the airplanes. The system learns from past repair cases and adapts its knowledge base to newly solved cases without having to relearn all the old cases.< <ETX xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">></ETX>
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