Industrial AI Systems
Focus:
The Industrial AI Systems (IAIS) research group focuses on integrating AI solutions into industrial systems to reinforce their operations with greater efficiency, resiliency, flexibility, and agility. Particular emphasis on self-optimizablility, self-configurability, and self-adjustability for autonomous Cyber-Physical Production Systems (CPPS).
Artificial Intelligence for Software Architecture: Literature Review and the Road Ahead (Jun 2025) Alessio Bucaioni, Martin Weyssow , Junda He , Yunbo Lyu , David Lo 2030 Software Engineering - 2025 (2030 SE - 2025)
Benchmarking Large Language Models for Autonomous Run-time Error Repair: Toward Self-Healing Software Systems (Jun 2025) Alessio Bucaioni, Gabriele Gualandi, Johan Toma International Conference on Evaluation and Assessment in Software Engineering (EASE'25)
Comparative Analysis of Text Mining and Clustering Techniques for Assessing Functional Dependency between Manual Test Cases (Apr 2025) Sahar Tahvili, Leo Hatvani, Michael Felderer , Francisco Gomes de Oliveira Neto , Wasif Afzal, Robert Feldt Software Quality Journal (Springer) (SQJ)
A Functional Software Reference Architecture for LLM-Integrated Systems (Mar 2025) Alessio Bucaioni, Martin Weyssow , Junda He , Yunbo Lyu , David Lo 22nd IEEE International Conference on Software Architecture (ICSA 2025)
LLM-Based Recommender Systems for Violation Resolutions in Continuous Architectural Conformance (Mar 2025) Riccardo Rubei , Amleto Di Salle , Alessio Bucaioni 4th International Workshop of Model-Driven Engineering for Software Architecture (MDE4SA)
Exploring Dynamic Map Validation at Construction Sites: A Case Study and Feasibility Analysis (Dec 2024) Anas Fattouh, Sara Afshar, Markus Bohlin 27th IEEE International Conference on Intelligent Transportation Systems (ITSC 2024)
