Gianluca Manca

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 9

Top Topics

Novelty Detection

Top Venues

Publications

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) (2024)
Marcel Dix, Gianluca Manca, Kenneth Chigozie Okafor, Reuben Borrison, Konstantin Kirchheim, Divyasheel Sharma, Kr Chandrika, Deepti Maduskar, Frank Ortmeier
Measuring the Robustness of ML Models Against Data Quality Issues in Industrial Time Series Data. INDIN (2023)
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)
Gianluca Manca, Alexander Fay
Explainable AI for Industrial Alarm Flood Classification Using Counterfactuals. IECON (2023)
Gianluca Manca, Alexander Fay
Identification of Industrial Alarm Floods Using Time Series Classification and Novelty Detection. INDIN (2022)
Gianluca Manca, Marcel Dix, Alexander Fay
Clustering of Similar Industrial Alarm Floods. BigDataService (2022)
Gianluca Manca, Alexander Fay
Off-Line Analysis of Dynamic Causal Dependencies in Evolving Industrial Alarm Floods. ICPS (2022)
Gianluca Manca, Alexander Fay
Detection of Historical Alarm Subsequences Using Alarm Events and a Coactivation Constraint. IEEE Access 9 (2021)
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 (2021)