Multiple Relational Ranking in Tensor: Theory, Algorithms and Applications
- Multiple Relational Ranking in Tensor: Theory, Algorithms and Applications
- 2018-01-20 10:00-11:00
- Kwok-Po NG
Hong Kong Baptist University 教授
In this talk, I discuss multiple relational ranking problems arising from tensor data. Multi-rank algorithms and its relevant mathematical results (convergence, higher-order Markov chains, transition probability tensors and perturbation bounds) are presented. Applications in data mining and information retrieva l are given to demonstrate the performance and usefulness of the proposed algorithm.