Yanwei Yu

Ordering-Based Kalman Filter Selective Ensemble for Classification

2020 · IEEE Access

This paper investigates Kalman Filter-based Heuristic Ensemble (KFHE), which is a new perspective on multi-class ensemble classification with performance significantly better or at least as good as the state-of-the-art algorithms. We prove that the sample …

Dynamic Representation Learning for Large-Scale Attributed Networks

2020

Network embedding, which aims at learning low-dimensional representations of nodes in a network, has drawn much attention for various network mining tasks, ranging from link prediction to node classification. In addition to network topological information, …