Predictive maintenance in industry 4.0 for the SMEs: A decision support system case study using open-source software

M Pejić Bach, A Topalović, Ž Krstić, A Ivec - Designs, 2023 - mdpi.com
Predictive maintenance is one of the most important topics within the Industry 4.0 paradigm.
We present a prototype decision support system (DSS) that collects and processes data from …

A case for business process-specific foundation models

Y Rizk, P Venkateswaran, V Isahagian… - … Conference on Business …, 2023 - Springer
The inception of large language models has helped advance the state-of-the-art on
numerous natural language tasks. This has also opened the door for the development of …

Interpretable and Explainable Machine Learning Methods for Predictive Process Monitoring: A Systematic Literature Review

N Mehdiyev, M Majlatow, P Fettke - arXiv preprint arXiv:2312.17584, 2023 - arxiv.org
This paper presents a systematic literature review (SLR) on the explainability and
interpretability of machine learning (ML) models within the context of predictive process …

Conversing with business process-aware large language models: the BPLLM framework

ML Bernardi, A Casciani, M Cimitile… - Journal of Intelligent …, 2024 - Springer
Abstract Traditionally, process-aware Decision Support Systems (DSSs) have been
enhanced with AI functionalities to facilitate quick and informed decision-making. In this …

A preliminary study on Business Process-aware Large Language Models

ML Bernardi, A Casciani, M Cimitile… - CEUR WORKSHOP …, 2024 - iris.uniroma1.it
Abstract AI-Augmented Business Process Management Systems (ABPMSs) are innovative
information systems with increased flexibility, autonomy, and conversational capability …

Conversational AI for Framed Autonomy in AI-augmented Business Process Management

A Casciani - CEUR WORKSHOP PROCEEDINGS, 2024 - iris.uniroma1.it
Abstract AI-augmented Business Process Management Systems (ABPMSs) represent an
emerging category of process-aware information systems driven by AI technology. These …

AI-driven automation för små-och medelstora företag: förutsättningar och möjligheter för implementation och drift

M Lindqvist, W Andersson Bertilsson - 2024 - diva-portal.org
Chandadevi Giri for their immense support and guidance during this research. Without this,
we would not have come this far. We would also like to extend our gratitude to the …