Fixed-Length Protein Embeddings using Contextual Lenses.
Amir ShanehsazzadehDavid BelangerDavid DohanPublished in: CoRR (2020)
Keyphrases
- fixed length
- variable length
- feature vectors
- contextual information
- sequential data
- protein sequences
- amino acids
- subcellular localization
- vector space
- vector representation
- protein structure prediction
- dimensionality reduction
- protein structure
- imaging systems
- protein function
- bitstream
- contact map
- euclidean space
- machine learning
- low dimensional
- mass spectrometry
- protein protein interactions
- secondary structure
- wavelet coefficients
- sequence alignment
- drug discovery
- wavelet transform
- knowledge discovery
- high dimensional
- image processing