Hist2Vec: Kernel-Based Embeddings for Biological Sequence Classification.
Sarwan AliHaris MansoorPrakash ChourasiaMurray PattersonPublished in: ISBRA (2023)
Keyphrases
- sequence classification
- sequence data
- string kernels
- hidden markov models
- markov models
- conditional random fields
- vector space
- discriminative learning
- low dimensional
- support vector machine
- dimensionality reduction
- maximum entropy
- biological data
- grammatical inference
- kernel methods
- bayesian networks
- computational biology
- higher order
- probabilistic model
- support vector
- data structure