Uncertainty quantification of proton-exchange-membrane fuel cells degradation prediction based on Bayesian-Gated Recurrent Unit
Abstract Machine learning is very important in predicting the degraded performance of fuel
cell systems for advanced diagnosis and control. Unfortunately, existing machine-learning …
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
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 …
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 …
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
Federated learning is becoming increasingly more popular as the concern of privacy
breaches rises across disciplines including the biological and biomedical fields. The main …
breaches rises across disciplines including the biological and biomedical fields. The main …
Trust Establishment for the Role-Based Collaborative Multi-Robot Systems
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 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
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 …
cooperative nature, the ability to trust the resources and services of other agents is crucial …