Realizing the Accountability of Algorithms in the Public Sector: A Reference Method for Managing Algorithm Registers.
Nena SchuitemakerMartijn van VlietSjaak BrinkkemperInge van de WeerdSergio EspañaPublished in: BPMDS/EMMSAD@CAiSE (2024)
Keyphrases
- computational cost
- computationally efficient
- theoretical analysis
- computational complexity
- single pass
- significant improvement
- synthetic and real world datasets
- cost function
- computational efficiency
- computational speed
- preprocessing
- detection algorithm
- synthetic and real datasets
- learning algorithm
- optimization algorithm
- classification algorithm
- noisy data
- worst case
- combinatorial optimization
- fast fourier transform
- dynamic programming
- iterative algorithms
- exhaustive search
- hybrid algorithm
- convergence rate
- objective function
- segmentation algorithm
- public sector
- k means
- matching algorithm
- segmentation method
- clustering method
- e government
- simulated annealing
- low cost
- case study
- recursive least squares
- web services