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ORCIDGianluca Manca
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2020 – today
- 2024
[j4]Gianluca Manca
, Franz C. Kunze, Alexander Fay:
Addressing Uncertainty in Online Alarm Flood Classification Using Conformal Prediction. IEEE Access 12: 165626-165652 (2024)- [j3]Birgit Vogel-Heuser, Alexander Fay, Bernhard Rupprecht, Franz C. Kunze, Victoria Hankemeier, Tom Westermann, Gianluca Manca:
Exploring challenges of alarm root-cause analysis across varying production process types. Autom. 72(4): 369- (2024) - [c7]Gianluca Manca, Franz C. Kunze, Alexander Fay:
A Novel Process Plant Alarm Dataset and Methodology for Alarm Data Generation. ETFA 2024: 1-8 - [d2]Gianluca Manca, Franz C. Kunze:
Nuclear Power Plant Alarm Dataset. IEEE DataPort, 2024
- 2023
- [c6]Gianluca Manca, Nilavra Bhattacharya, Sylvia Maczey, Dawid Ziobro, Emmanuel Brorsson, Magnus Bång:
XAIProcessLens: A Counterfactual-Based Dashboard for Explainable AI in Process Industries. HHAI 2023: 401-403 - [c5]Gianluca Manca, Alexander Fay:
Explainable AI for Industrial Alarm Flood Classification Using Counterfactuals. IECON 2023: 1-8 - [c4]Marcel Dix, Gianluca Manca, Kenneth Chigozie Okafor, Reuben Borrison, Konstantin Kirchheim, Divyasheel Sharma, Chandrika K. R., Deepti Maduskar, Frank Ortmeier:
Measuring the Robustness of ML Models Against Data Quality Issues in Industrial Time Series Data. INDIN 2023: 1-8 - 2022
- [c3]Gianluca Manca, Marcel Dix, Alexander Fay:
Clustering of Similar Industrial Alarm Floods. BigDataService 2022: 161-166 - [c2]Gianluca Manca, Alexander Fay:
Off-Line Analysis of Dynamic Causal Dependencies in Evolving Industrial Alarm Floods. ICPS 2022: 1-8 - [c1]Gianluca Manca, Alexander Fay:
Identification of Industrial Alarm Floods Using Time Series Classification and Novelty Detection. INDIN 2022: 698-705 - [d1]Gianluca Manca:
"Tennessee-Eastman-Process" Alarm Management Dataset. IEEE DataPort, 2022 - 2021
- [j2]Gianluca Manca, Alexander Fay:
Detection of Historical Alarm Subsequences Using Alarm Events and a Coactivation Constraint. IEEE Access 9: 46851-46873 (2021) - [j1]Gianluca Manca, Marcel Dix, Alexander Fay:
Clustering of Similar Historical Alarm Subsequences in Industrial Control Systems Using Alarm Series and Characteristic Coactivations. IEEE Access 9: 154965-154974 (2021)
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