A novel ground truth inference algorithm based on instance similarity for crowdsourcing learning.
Ben MaChaoqun LiLiangxiao JiangPublished in: Appl. Intell. (2022)
Keyphrases
- learning algorithm
- ground truth
- dynamic programming
- cost function
- learning phase
- probabilistic model
- optimization algorithm
- np hard
- learning process
- learning rules
- similarity measure
- preprocessing
- reinforcement learning
- computational cost
- detection algorithm
- clustering method
- expectation maximization
- segmentation algorithm
- version space
- objective function
- incremental learning
- convergence rate
- similarity function
- loopy belief propagation
- learning speed
- state space
- distance metric
- em algorithm
- simulated annealing
- active learning
- prior knowledge
- search space
- computational complexity
- optimal solution
- decision trees