INFERENCE APPARATUS USING OCCURRENCE RATE DATA AND DEGREE OF RELAVANCE DATA

Patent №

US 5,774,629

Granted

1998-06-30

Filed 1995

Owner

KOMATSU LTD.

Lab

AI components

5

ml · kr · planning · evo · hardware

Assignment

Recorded

Dataset

AIPD

2023_r1 edition

Application

08564244

An apparatus for correctly inferring the causes of a failure of driving machine or the like. Each time a true cause is found, the data on the degree of relevance of the cause is so corrected that the degree of the other causes becomes high and those of the other causes become low. On the basis of the data on the failure rate and the data on the degree of the relevance, the certainty of each cause is inferred by a first inferring means. The data on the predicted failure rate of each cause and the data on the actual failure rate are compared, and the certainty of each cause is inferred by a second inferring means in such a way that the certainty of a cause having less errors becomes higher. The certainties inferred by the first and second inferring means are weighted in a predetermined way. Based upon these weighted certainties, final certainties are inferred.

AI classification

Knowledge representation1.00
Planning1.00
Machine learning1.00
AI hardware1.00
Evolutionary computation0.72
Vision0.17
Natural language0.00
Speech0.00

Ownership

KOMATSU LTD.

assignment · 79260072

Assignors

YAMAGUCHI, HIROYOSHI, KITAMURA, TATSUYA, SUZUKI, KUNITOSHI

On an employer assignment, the assignors are typically the inventors.

From the same owner

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