# chapter\_16

- [머신러닝과 센서 퓨전의 시너지](/booil-jung/docs/sensor_data_processing/sensor_fusion/chapter_16/1601.md)
- [지도학습 vs 비지도학습 vs 강화학습 적용](/booil-jung/docs/sensor_data_processing/sensor_fusion/chapter_16/1602.md)
- [피처 추출과 차원 축소(PCA, LDA 등)](/booil-jung/docs/sensor_data_processing/sensor_fusion/chapter_16/1603.md)
- [시계열 데이터를 위한 RNN, LSTM 구조](/booil-jung/docs/sensor_data_processing/sensor_fusion/chapter_16/1604.md)
- [CNN 기반 이미지/시각 센서 퓨전](/booil-jung/docs/sensor_data_processing/sensor_fusion/chapter_16/1605.md)
- [멀티모달 학습(Multimodal Learning) 접근법](/booil-jung/docs/sensor_data_processing/sensor_fusion/chapter_16/1606.md)
- [앙상블 기법(랜덤 포레스트, 부스팅)](/booil-jung/docs/sensor_data_processing/sensor_fusion/chapter_16/1607.md)
- [Autoencoder를 활용한 잡음 제거](/booil-jung/docs/sensor_data_processing/sensor_fusion/chapter_16/1608.md)
- [GAN(Generative Adversarial Network)과 센서 합성](/booil-jung/docs/sensor_data_processing/sensor_fusion/chapter_16/1609.md)
- [온라인 학습(Online Learning) 센서 융합](/booil-jung/docs/sensor_data_processing/sensor_fusion/chapter_16/1610.md)
- [강화학습을 이용한 최적 센서 선택](/booil-jung/docs/sensor_data_processing/sensor_fusion/chapter_16/1611.md)
- [Hyperparameter 최적화와 모델 서빙](/booil-jung/docs/sensor_data_processing/sensor_fusion/chapter_16/1612.md)
- [추론 가속화(Hardware Accelerator) 이슈](/booil-jung/docs/sensor_data_processing/sensor_fusion/chapter_16/1613.md)
- [연합학습(Federated Learning)과 분산 센서 데이터](/booil-jung/docs/sensor_data_processing/sensor_fusion/chapter_16/1614.md)
- [AI 기반 센서 퓨전 실제 사례 및 전망](/booil-jung/docs/sensor_data_processing/sensor_fusion/chapter_16/1615.md)