Algorithm Accountability, Algorithm Literacy and the hidden assumptions from algorithms.
Julien SiebertPublished in: Software Engineering (2018)
Keyphrases
- data structure
- tree structure
- learning algorithm
- detection algorithm
- k means
- times faster
- high accuracy
- worst case
- computationally efficient
- optimal solution
- computational cost
- search space
- single pass
- dynamic programming
- recently developed
- computational complexity
- convergence rate
- space complexity
- computational efficiency
- metaheuristic
- benchmark problems
- recognition algorithm
- segmentation algorithm
- theoretical analysis
- np hard
- related algorithms
- significant improvement
- incremental version
- objective function
- image sequences
- algorithms require
- computationally demanding
- image processing algorithms
- synthetic datasets
- maximum flow
- empirical analyses
- hybrid algorithm
- classification algorithm
- ant colony optimization
- optimization algorithm
- simulated annealing
- knn
- multi objective
- preprocessing
- data streams
- reinforcement learning