Communications of the ACM · 1988 · 665 citations · 17 references
ComputingComputer ScienceArtificial IntelligenceKnowledge RepresentationMachine LearningExpert SystemsExpertise NetworksKnowledge Base DesignNeural NetworksPattern RecognitionRepresentation LearningExpert Knowledge ModelingExpert Systems Knowledge AcquisitionKnowledge Representation ClassificationKnowledge-based Expert SystemsLearning In Expert Systems
Connectionist networks can be used as expert system knowledge bases. Furthermore, such networks can be constructed from training examples by machine learning techniques. This gives a way to automate the generation of expert systems for classification problems.
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THE USE OF MULTIPLE MEASUREMENTS IN TAXONOMIC PROBLEMS
Ronald Aylmer Fisher · Annals of Eugenics · 1936 · 14.7K citations · Full text
Fusion, propagation, and structuring in belief networks
Judea Pearl · Artificial Intelligence · 1986 · 2.2K citations