| ‘Tennessee-eastman-process’ alarm management dataset G Manca IEEE DataPort, 2020 | 31* | 2020 |
| Detection of historical alarm subsequences using alarm events and a coactivation constraint G Manca, A Fay IEEE Access 9, 46851-46873, 2021 | 30 | 2021 |
| Clustering of similar historical alarm subsequences in industrial control systems using alarm series and characteristic coactivations G Manca, M Dix, A Fay IEEE Access 9, 154965-154974, 2021 | 20 | 2021 |
| Measuring the robustness of ml models against data quality issues in industrial time series data M Dix, G Manca, KC Okafor, R Borrison, K Kirchheim, D Sharma, ... 2023 IEEE 21st International Conference on Industrial Informatics (INDIN), 1-8, 2023 | 12 | 2023 |
| Off-line analysis of dynamic causal dependencies in evolving industrial alarm floods G Manca, A Fay 2022 IEEE 5th International Conference on Industrial Cyber-Physical Systems …, 2022 | 12 | 2022 |
| Convolutional kernel-based classification of industrial alarm floods G Manca, A Fay Data-Centric Engineering 5, e30, 2024 | 8 | 2024 |
| Convolutional kernel-based transformation and clustering of similar industrial alarm floods G Manca, M Dix, A Fay 2022 IEEE eighth international conference on big data computing service and …, 2022 | 8 | 2022 |
| Identification of industrial alarm floods using time series classification and novelty detection G Manca, A Fay 2022 IEEE 20th international conference on industrial informatics (INDIN …, 2022 | 8 | 2022 |
| Exploring challenges of alarm root-cause analysis across varying production process types B Vogel-Heuser, A Fay, B Rupprecht, FC Kunze, V Hankemeier, ... at-Automatisierungstechnik 72 (4), 369-386, 2024 | 7 | 2024 |
| Addressing Uncertainty in Online Alarm Flood Classification Using Conformal Prediction G Manca, FC Kunze, A Fay IEEE Access, 2024 | 6 | 2024 |
| A Novel Process Plant Alarm Dataset and Methodology for Alarm Data Generation G Manca, FC Kunze, A Fay 2024 IEEE 29th International Conference on Emerging Technologies and Factory …, 2024 | 4 | 2024 |
| Explainable AI for industrial alarm flood classification using counterfactuals G Manca, A Fay IECON 2023-49th Annual Conference of the IEEE Industrial Electronics Society …, 2023 | 4 | 2023 |
| Clustering of similar historical alarm subsequences using alarm series and characteristic coactivations G Manca, M Dix, A Fay Proc. 32nd Int. Workshop Principles Diagnosis, 2-9, 2021 | 3 | 2021 |
| Measuring the Robustness of Alarm Flood Classification Against Alarm Data Quality Issues G Manca, A Najafi, N Tamascelli, FC Kunze, M Dix, M Hollender, A Fay, ... 2025 IEEE 30th International Conference on Emerging Technologies and Factory …, 2025 | 2 | 2025 |
| Measuring the robustness of supervised ml models to label noise in industrial data M Dix, G Manca, A Fay 2025 IEEE 8th International Conference on Industrial Cyber-Physical Systems …, 2025 | 2 | 2025 |
| UDDT: An Unsupervised Drift Detection Method for Industrial Time Series Data D Maduskar, D Sharma, R Borrison, G Manca, M Dix 2023 IEEE 2nd Industrial Electronics Society Annual On-Line Conference …, 2023 | 2 | 2023 |
| Dynamic Causal Analysis with Operator-Centric Visualization for Managing Industrial Alarm Floods G Manca, FC Kunze, E Brorsson, A Fay 2023 IEEE 2nd Industrial Electronics Society Annual On-Line Conference …, 2023 | 2 | 2023 |
| Xaiprocesslens: a counterfactual-based dashboard for explainable ai in process industries G Manca, N Bhattacharya, S Maczey, D Ziobro, E Brorsson, M Bång HHAI 2023: Augmenting Human Intellect, 401-403, 2023 | 2 | 2023 |
| Off-line detection of abrupt and transitional change points in industrial process signals G Manca, A Fay 2022 4th International Conference on Applied Automation and Industrial …, 2022 | 2 | 2022 |
| Data-efficient handling of temporary uncertainties in online alarm flood classification G Manca, FC Kunze, A Fay 2025 IEEE 8th International Conference on Industrial Cyber-Physical Systems …, 2025 | 1 | 2025 |
Alexander FayRuhr-Universität BochumVerified email at rub.de
