Improving lab-of-origin prediction of genetically engineered plasmids via deep metric learning.
Igor Muniz SoaresFernando H. F. CamargoAdriano MarquesOliver M. CrookPublished in: Nat. Comput. Sci. (2022)
Keyphrases
- metric learning
- distance metric
- distance metric learning
- semi supervised
- person re identification
- nearest neighbor classification
- pairwise
- machine learning and pattern recognition
- dimensionality reduction
- multi task
- distance function
- semi supervised clustering
- learning tasks
- labeled data
- semi supervised learning
- genetic programming
- feature space
- mahalanobis metric
- subject to linear constraints
- semi definite programming
- data mining
- principal component analysis
- support vector machine
- image processing
- machine learning