A case study of algorithm-assisted decision making in child maltreatment hotline screening decisions.
Alexandra ChouldechovaDiana Benavides PradoOleksandr FialkoRhema VaithianathanPublished in: FAT (2018)
Keyphrases
- ant colony optimization
- decision making
- experimental evaluation
- single pass
- significant improvement
- dynamic programming
- probabilistic model
- markov random field
- region of interest
- decision support
- decision process
- improved algorithm
- selection algorithm
- tree structure
- optimization algorithm
- segmentation algorithm
- theoretical analysis
- maximum likelihood
- linear programming
- computational cost
- cost function
- preprocessing