Research Perspectives: Reconsidering the Role of Research Method Guidelines for Interpretive, Mixed Methods, and Design Science Research.
Mikko T. SiponenWael SolimanPhilipp HoltkampPublished in: J. Assoc. Inf. Syst. (2021)
Keyphrases
- significant improvement
- hybrid method
- preprocessing
- synthetic and real images
- computational cost
- classification method
- alternative methods
- cross validation
- gold standard
- methods require
- reconstruction method
- high accuracy
- neural network
- cost function
- segmentation method
- statistical methods
- test images
- missing values
- spectral clustering
- benchmark data sets
- synthetic and real datasets
- simulated and real data
- high dimensional
- methods outperform
- retrieval method
- linear regression
- heuristic methods
- machine learning methods
- noisy data
- optimization method
- high precision
- synthetic data
- edge detection
- probabilistic model
- experimental evaluation
- machine learning algorithms
- segmentation algorithm
- support vector machine svm
- image registration
- support vector machine
- sampling methods
- interpolation method
- decision trees
- machine learning