Clustering of Similar Historical Alarm Subsequences in Industrial Control Systems Using Alarm Series and Characteristic Coactivations. - Gianluca Manca; Marcel Dix; Alexander Fay (IEEE Access, 2021)

Detection of Historical Alarm Subsequences Using Alarm Events and a Coactivation Constraint. - Gianluca Manca; Alexander Fay (IEEE Access, 2021)

Clustering of Similar Industrial Alarm Floods. - Gianluca Manca; Marcel Dix; Alexander Fay (BigDataService, 2022)

Off-Line Analysis of Dynamic Causal Dependencies in Evolving Industrial Alarm Floods. - Gianluca Manca; Alexander Fay (ICPS, 2022)

Identification of Industrial Alarm Floods Using Time Series Classification and Novelty Detection. - Gianluca Manca; Alexander Fay (INDIN, 2022)

"Tennessee-Eastman-Process" Alarm Management Dataset. - Gianluca Manca (IEEE DataPort, 2022)

XAIProcessLens: A Counterfactual-Based Dashboard for Explainable AI in Process Industries. - Gianluca Manca; Nilavra Bhattacharya; Sylvia Maczey; Dawid Ziobro; Emmanuel Brorsson; Magnus Bång (HHAI, 2023)

Explainable AI for Industrial Alarm Flood Classification Using Counterfactuals. - Gianluca Manca; Alexander Fay (IECON, 2023)

Measuring the Robustness of ML Models Against Data Quality Issues in Industrial Time Series Data. - Marcel Dix; Gianluca Manca; Kenneth Chigozie Okafor; Reuben Borrison; Konstantin Kirchheim; Divyasheel Sharma; Chandrika K. R.; Deepti Maduskar; Frank Ortmeier (INDIN, 2023)

A Novel Process Plant Alarm Dataset and Methodology for Alarm Data Generation. - Gianluca Manca; Franz C. Kunze; Alexander Fay (ETFA, 2024)

Addressing Uncertainty in Online Alarm Flood Classification Using Conformal Prediction. - Gianluca Manca; Franz C. Kunze; Alexander Fay (IEEE Access, 2024)

Nuclear Power Plant Alarm Dataset. - Gianluca Manca; Franz C. Kunze (IEEE DataPort, 2024)

Exploring challenges of alarm root-cause analysis across varying production process types. - Birgit Vogel-Heuser; Alexander Fay; Bernhard Rupprecht; Franz C. Kunze; Victoria Hankemeier; Tom Westermann; Gianluca Manca (Autom., 2024)

Measuring the Robustness of Supervised ML Models to Label Noise in Industrial Data. - Marcel Dix; Gianluca Manca; Alexander Fay (ICPS, 2025)

Data-Efficient Handling of Temporary Uncertainties in Online Alarm Flood Classification. - Gianluca Manca; Franz C. Kunze; Alexander Fay (ICPS, 2025)