Wenwu Wang

Particle flow for sequential Monte Carlo implementation of probability hypothesis density

2017

Target tracking is a challenging task and generally no analytical solution is available, especially for the multi-target tracking systems. To address this problem, probability hypothesis density (PHD) filter is used by propagating the PHD instead …

Regression-Based Hyperparameter Learning for Support Vector Machines

2023 · IEEE Transactions on Neural Networks and Learning Systems

Unification of classification and regression is a major challenge in machine learning and has attracted increasing attentions from researchers. In this article, we present a new idea for this challenge, where we convert the classification …