Reconsidering the Role of Research Method Guidelines for Qualitative, Mixed-methods, and Design Science Research.
Philipp HoltkampWael SolimanMikko T. SiponenPublished in: HICSS (2019)
Keyphrases
- significant improvement
- methods require
- hybrid method
- methods outperform
- classification method
- computational cost
- clustering method
- detection method
- shows significant improvement
- experimental evaluation
- retrieval method
- synthetic and real images
- benchmark data sets
- test images
- simulated and real data
- high accuracy
- classical methods
- preprocessing
- cost function
- optimization method
- cross validation
- dynamic programming
- gold standard
- synthetic and real datasets
- sampling methods
- alternative methods
- heuristic methods
- image sequences
- classification accuracy
- support vector machine svm
- reconstruction method
- spectral clustering
- high precision
- roc curve
- qualitative and quantitative
- linear regression
- search methods
- image set