"What's your method?" Building an ontology for digital research methods in the arts and humanities.
Panos ConstantopoulosCostis J. DallasLorna M. HughesManfred ThallerPublished in: DH (2014)
Keyphrases
- significant improvement
- preprocessing
- machine learning methods
- alternative methods
- hybrid method
- classification method
- methods outperform
- gold standard
- linear regression
- cross validation
- detection method
- computational cost
- classical methods
- cost function
- retrieval method
- synthetic and real datasets
- experimental evaluation
- simulated and real data
- dynamic programming
- image quality
- methods require
- similarity measure
- optimization method
- objective function
- benchmark data sets
- synthetic and real images
- feature extraction
- sampling methods
- filtering method
- computational complexity
- metadata
- social sciences
- statistical methods
- missing values
- feature vectors
- segmentation method
- high accuracy
- classification accuracy
- probabilistic model