Theory-guided hard constraint projection (HCP): A knowledge-based data-driven scientific machine learning method.
Yuntian ChenDou HuangDongxiao ZhangJunsheng ZengNanzhe WangHaoran ZhangJinyue YanPublished in: J. Comput. Phys. (2021)
Keyphrases
- machine learning
- data driven
- machine learning methods
- unsupervised learning
- pairwise
- computational cost
- segmentation method
- dynamic programming
- similarity measure
- objective function
- high accuracy
- projection method
- machine learning algorithms
- support vector machine
- significant improvement
- prior knowledge
- preprocessing
- decision trees
- state space
- knn
- experimental evaluation
- simulated annealing
- detection method
- computational complexity
- bayesian networks
- artificial intelligence