Gianluca Manca

18 papers C 8Journal 4Unranked 6
YearRankTypeTitle / Venue / Authors
2026 — conf
AAS-Based Event-Driven Alarm Notification System for Process Industry.
ICARA
Hesam Rezaee Ahvanouee, Gianluca Manca, Franz C. Kunze, Alexander Fay
2025 C conf
Automated Extraction of Conditional Causal Rules from Control Narratives Using Logic Programming and Large Language Models.
ETFA
Franz C. Kunze, Gianluca Manca, Alexander Fay
2025 C conf
Contextual Continuous Risk Metric for Predictive Safety Validation in Autonomous Vehicles.
ETFA
Eike Mühle, Gianluca Manca, Alexander Fay
2025 — conf
Data-Efficient Handling of Temporary Uncertainties in Online Alarm Flood Classification.
ICPS
Gianluca Manca, Franz C. Kunze, Alexander Fay
2025 C conf
Measuring the Robustness of Alarm Flood Classification Against Alarm Data Quality Issues.
ETFA
Gianluca Manca, Amirhossein Najafi, Nicola Tamascelli, Franz C. Kunze, Marcel Dix, Martin Hollender, Alexander Fay, Tongwen Chen
2025 — conf
Measuring the Robustness of Supervised ML Models to Label Noise in Industrial Data.
ICPS
Marcel Dix, Gianluca Manca, Alexander Fay
2025 C conf
The Truth About Labels: Unveiling The Hidden Risk to Supervised Machine Learning Models.
ETFA
Marcel Dix, Gianluca Manca, Alexander Fay
2024 C conf
A Novel Process Plant Alarm Dataset and Methodology for Alarm Data Generation.
ETFA
Gianluca Manca, Franz C. Kunze, Alexander Fay
2024 J jnl
Addressing Uncertainty in Online Alarm Flood Classification Using Conformal Prediction.
IEEE Access
Gianluca Manca, Franz C. Kunze, Alexander Fay
2024 J jnl
Exploring challenges of alarm root-cause analysis across varying production process types.
Autom.
Birgit Vogel-Heuser, Alexander Fay, Bernhard Rupprecht, Franz C. Kunze, Victoria Hankemeier, Tom Westermann, Gianluca Manca
2023 C conf
Explainable AI for Industrial Alarm Flood Classification Using Counterfactuals.
IECON
Gianluca Manca, Alexander Fay
2023 C conf
Measuring the Robustness of ML Models Against Data Quality Issues in Industrial Time Series Data.
INDIN
Marcel Dix, Gianluca Manca, Kenneth Chigozie Okafor, Reuben Borrison, Konstantin Kirchheim, Divyasheel Sharma, Chandrika K. R., Deepti Maduskar, Frank Ortmeier
2023 — conf
XAIProcessLens: A Counterfactual-Based Dashboard for Explainable AI in Process Industries.
HHAI
Gianluca Manca, Nilavra Bhattacharya, Sylvia Maczey, Dawid Ziobro, Emmanuel Brorsson, Magnus Bång
2022 — conf
Clustering of Similar Industrial Alarm Floods.
BigDataService
Gianluca Manca, Marcel Dix, Alexander Fay
2022 C conf
Identification of Industrial Alarm Floods Using Time Series Classification and Novelty Detection.
INDIN
Gianluca Manca, Alexander Fay
2022 — conf
Off-Line Analysis of Dynamic Causal Dependencies in Evolving Industrial Alarm Floods.
ICPS
Gianluca Manca, Alexander Fay
2021 J jnl
Clustering of Similar Historical Alarm Subsequences in Industrial Control Systems Using Alarm Series and Characteristic Coactivations.
IEEE Access
Gianluca Manca, Marcel Dix, Alexander Fay
2021 J jnl
Detection of Historical Alarm Subsequences Using Alarm Events and a Coactivation Constraint.
IEEE Access
Gianluca Manca, Alexander Fay