Unsupervised Feature Construction and Knowledge Extraction from Genome-Wide Assays of Breast Cancer with Denoising Autoencoders.
Jie TanMatthew UngChao ChengCasey S. GreenePublished in: Pacific Symposium on Biocomputing (2015)
Keyphrases
- breast cancer
- knowledge extraction
- denoising
- genome wide
- feature construction
- high throughput
- supervised learning
- transcription factors
- biological data
- genetic programming
- machine learning
- logistic regression
- decision trees
- unsupervised learning
- feature selection
- image processing
- knowledge discovery
- microarray
- data mining
- dimension reduction
- semi supervised
- database
- training data
- rough sets
- information retrieval
- semi supervised learning
- model selection
- systems biology
- support vector