Algorithms as co-workers: Human algorithm role interactions in algorithmic work.
Monideepa TarafdarXinru PageMarco MarabelliPublished in: Inf. Syst. J. (2023)
Keyphrases
- learning algorithm
- times faster
- theoretical analysis
- worst case
- computational cost
- computationally efficient
- significant improvement
- related algorithms
- computational efficiency
- computational complexity
- empirical analyses
- synthetic and real world datasets
- benchmark problems
- single pass
- highly efficient
- image processing algorithms
- synthetic and real datasets
- theoretical guarantees
- algorithms require
- computationally intensive
- cost function
- k means
- noisy data
- filtering algorithm
- provably convergent
- space complexity
- recognition algorithm
- algorithm has been developed
- convergence rate
- recently developed
- combinatorial optimization
- objective function
- detection algorithm
- search space
- dynamic programming
- probabilistic model
- simulated annealing
- incremental algorithms
- randomized algorithm
- maximum flow
- computationally demanding
- np hard
- linear programming
- optimization algorithm
- classification algorithm
- data clustering
- apriori algorithm
- graph cuts
- segmentation algorithm
- synthetic datasets
- preprocessing
- matching algorithm
- genetic algorithm