Uncertainty quantification of proton-exchange-membrane fuel cells degradation prediction based on Bayesian-Gated Recurrent Unit

W Zhu, B Guo, Y Li, Y Yang, C Xie, J Jin, HB Gooi - ETransportation, 2023 - Elsevier
Abstract Machine learning is very important in predicting the degraded performance of fuel
cell systems for advanced diagnosis and control. Unfortunately, existing machine-learning …

Fault-resilience role engine for an autonomous cooperative multi-robot system using E-CARGO

B Akbari, H Zhu - … on Systems, Man, and Cybernetics (SMC), 2022 - ieeexplore.ieee.org
In safety-critical applications, where several mobile robots and autonomous agents are
being utilized for a mission, a fault-resilience behavior of the system is necessary. The fault …

[HTML][HTML] Bayes goes big: Distributed MCMC and the drivers of E-commerce conversion

BC Dunn, F Frasincar, V Matsiiako, D Boekestijn… - Expert Systems with …, 2024 - Elsevier
This work researches the drivers of e-commerce conversion of one of the largest e-
commerce companies in the Netherlands. We focus on product page conversion, ie, the …

Federated learning for sparse Bayesian models with applications to electronic health records and genomics

B Kidd, K Wang, Y Xu, Y Ni - … 2023: Kohala Coast, Hawaii, USA, 3–7 …, 2022 - World Scientific
Federated learning is becoming increasingly more popular as the concern of privacy
breaches rises across disciplines including the biological and biomedical fields. The main …

Trust Establishment for the Role-Based Collaborative Multi-Robot Systems

B Akbari, H Zhu, YJ Pan - 2023 IEEE International Conference …, 2023 - ieeexplore.ieee.org
Trust evaluation and trust establishment play crucial roles in the management of trust within
a multi-agent system. When it comes to collaboration systems, trust becomes directly linked …

A Factor Graph Model of Trust for a Collaborative Multi-Agent System

B Akbari, M Yuan, H Wang, H Zhu, J Shan - arXiv preprint arXiv …, 2024 - arxiv.org
In the field of Multi-Agent Systems (MAS), known for their openness, dynamism, and
cooperative nature, the ability to trust the resources and services of other agents is crucial …