Inductive Design of Maturity Models: Applying the Rasch Algorithm for Design Science Research.
Gerrit LahrmannFrederik MarxTobias MettlerRobert WinterFelix WortmannPublished in: DESRIST (2011)
Keyphrases
- experimental evaluation
- preprocessing
- detection algorithm
- computational cost
- input data
- dynamic programming
- k means
- similarity measure
- parameter estimation
- computational complexity
- matching algorithm
- times faster
- theoretical analysis
- computationally efficient
- machine learning
- probabilistic model
- expectation maximization
- convergence rate
- data sets
- multiple models
- significant improvement
- objective function
- learning algorithm
- worst case
- scheduling problem
- np hard
- cost function
- optimal solution
- clustering method
- classification algorithm
- case study
- genetic algorithm
- recognition algorithm
- improved algorithm
- hardware implementation
- neural network