등록
계층화 가중치에 기반하는 앙상블 예측 장치 및 방법
- 발명자
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임명은, 한영웅, 최재훈
- 출원번호
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16699060 (2019.11.28)
- 공개번호
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20200184284 (2020.06.11)
- 등록번호
- 11941513 (2024.03.26)
- 출원국
- 미국
- 협약과제
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18HS1500, 심혈관질환을 위한 인공지능 주치의 기술 개발,
김승환
- 초록
- Provided is a device for ensembling data received from prediction devices and a method of operating the same. The device includes a data manager, a learner, and a predictor. The data manager receives first and second device prediction results from first and second prediction devices, respectively. The learner may adjust a weight group of a prediction model for generating first and second item weights, first and second device weights, based on the first and second device prediction results. The first and second item weights depend on first and second item values, respectively, of the first and second device prediction results. The first device weight corresponds to the first prediction device, and the second device weight corresponds to the second prediction device. The predictor generates an ensemble result of the first and second device prediction results, based on the first and second item weights and the first and second device weights.
- KSP 제안 키워드
- Data manager, prediction model
- 패밀리
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