☆ 3.8 Proceedings Paper

Probabilistic Modelling for Trustworthy Artificial Intelligence in Drone-Supported Autonomous Wheelchairs

FIRST INTERNATIONAL SYMPOSIUM ON TRUSTWORTHY AUTONOMOUS SYSTEMS, TAS 2023 (2022)

On Neural Networks Redundancy and Diversity for Their Use in Safety-Critical Systems

Axel Brando et al.

Summary: An increasing number of embedded critical systems rely on deep learning technology, which conflicts with current functional safety standards due to its stochastic and training-data-dependent nature. This article demonstrates how redundancy and diversity of neural networks can help reconcile deep learning technology and functional safety requirements.

COMPUTER (2023)

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Article Computer Science, Hardware & Architecture

Trustworthy Autonomous Systems Through Verifiability

Mohammad Reza Mousavi et al.

Summary: Autonomous systems have the potential to solve societal challenges, but trustworthiness is crucial. A U.K. consortium conducted research to address the central issue of establishing verifiability.

COMPUTER (2023)

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Article Automation & Control Systems

Industrial autonomous systems: a survey on definitions, characteristics and abilities

Manuel Mueller et al.

Summary: This paper discusses the definition and characteristics of industrial autonomous systems, distinguishes them from intelligent industrial automation systems, and presents four main characteristics as well as detailed description of their realization. It aims to assist developers in considering how to achieve these characteristics and illustrates with three industrial application cases.

AT-AUTOMATISIERUNGSTECHNIK (2021)

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Article Computer Science, Information Systems

Dynamic Bayesian Network Modeling, Learning, and Inference: A Survey

Pedro Shiguihara et al.

Summary: This study reviews the development of Dynamic Bayesian Networks in modeling, learning, and inference, categorizing their important techniques as essential to assist practitioners in addressing challenges in dynamic processes.

IEEE ACCESS (2021)

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Article Computer Science, Artificial Intelligence