Gianluca Manca
Orcid: 0000-0001-5951-8590
According to our database1,
Gianluca Manca
authored at least 13 papers
between 2021 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
On csauthors.net:
Bibliography
2024
Exploring challenges of alarm root-cause analysis across varying production process types.
Autom., April, 2024
Addressing Uncertainty in Online Alarm Flood Classification Using Conformal Prediction.
IEEE Access, 2024
Proceedings of the 29th IEEE International Conference on Emerging Technologies and Factory Automation, 2024
2023
Measuring the Robustness of ML Models Against Data Quality Issues in Industrial Time Series Data.
Proceedings of the 21st IEEE International Conference on Industrial Informatics, 2023
Proceedings of the 49th Annual Conference of the IEEE Industrial Electronics Society, 2023
XAIProcessLens: A Counterfactual-Based Dashboard for Explainable AI in Process Industries.
Proceedings of the HHAI 2023: Augmenting Human Intellect, 2023
2022
Identification of Industrial Alarm Floods Using Time Series Classification and Novelty Detection.
Proceedings of the 20th IEEE International Conference on Industrial Informatics, 2022
Off-Line Analysis of Dynamic Causal Dependencies in Evolving Industrial Alarm Floods.
Proceedings of the 5th IEEE International Conference on Industrial Cyber-Physical Systems, 2022
Proceedings of the Eighth IEEE International Conference on Big Data Computing Service and Applications, 2022
2021
Detection of Historical Alarm Subsequences Using Alarm Events and a Coactivation Constraint.
IEEE Access, 2021
Clustering of Similar Historical Alarm Subsequences in Industrial Control Systems Using Alarm Series and Characteristic Coactivations.
IEEE Access, 2021