Predicting Gene Ontology Annotations from Sequence Data Using Kernel-Based Machine Learning Algorithms.
Jonathan J. WardJaspreet Singh SodhiBernard F. BuxtonDavid T. JonesPublished in: CSB (2004)
Keyphrases
- gene ontology
- machine learning algorithms
- sequence data
- essential genes
- microarray
- gene clusters
- machine learning
- learning algorithm
- protein protein interactions
- information theoretic
- decision trees
- machine learning methods
- semantic similarity
- biological information
- kernel methods
- genomic data
- gene expression
- protein function
- high precision
- biological networks
- support vector machine
- high throughput
- gene expression data
- pattern discovery
- molecular biology
- protein interaction
- gene sets
- hidden markov models