How reliable are unsupervised author disambiguation algorithms in the assessment of research organization performance?
Giovanni AbramoCiriaco Andrea D'AngeloPublished in: Quant. Sci. Stud. (2023)
Keyphrases
- learning algorithm
- recently developed
- theoretical analysis
- orders of magnitude
- benchmark datasets
- computationally efficient
- convergence rate
- times faster
- computational efficiency
- significant improvement
- worst case
- graph theory
- database
- unsupervised learning
- knowledge management
- supervised learning
- semi supervised
- pairwise
- optimal solution
- reinforcement learning
- information systems
- machine learning
- neural network