Multi-way association extraction and visualization from biological text documents using hyper-graphs: Applications to genetic association studies for diseases.
Snehasis MukhopadhyayMathew J. PalakalKalyan MadduPublished in: Artif. Intell. Medicine (2010)
Keyphrases
- text documents
- association studies
- single nucleotide polymorphisms
- complex diseases
- information extraction
- genome wide
- haplotype inference
- linkage disequilibrium
- genome wide association studies
- text mining
- high throughput
- human genome
- text classification
- computational approaches
- text categorization
- topic models
- keywords
- wordnet
- dna sequences
- named entities
- biological data
- entropy minimization
- answer set programming
- data analysis
- highly correlated
- bag of words
- machine learning
- natural language processing
- microarray
- genetic algorithm
- neural network
- gene sets
- genomic data
- computational methods
- branch and bound algorithm
- genetic variation
- knn