| System and method for automatically upgrading functionalities in a distributed network CM Stich, M Dix US Patent 8,527,980, 2013 | 33 | 2013 |
| XAI for Operations in the Process Industry-Applications, Theses, and Research Directions. A Kotriwala, B Klöpper, M Dix, G Gopalakrishnan, D Ziobro, A Potschka AAAI spring symposium: combining machine learning with knowledge engineering …, 2021 | 32 | 2021 |
| Industrial virtual assistants: Challenges and opportunities B Schmidt, R Borrison, A Cohen, M Dix, M Gärtler, M Hollender, B Klöpper, ... Proceedings of the 2018 ACM international joint conference and 2018 …, 2018 | 29 | 2018 |
| Wearable computing in industrial service applications M Aleksy, MJ Rissanen, S Maczey, M Dix Procedia Computer Science 5, 394-400, 2011 | 25 | 2011 |
| Defining software architectures for big data enabled operator support systems B Klöpper, M Dix, L Schorer, A Ampofo, M Atzmueller, D Arnu, ... 2016 IEEE 14th International Conference on Industrial Informatics (INDIN …, 2016 | 19 | 2016 |
| Anomaly detection in the time-series data of industrial plants using neural network architectures M Dix, A Chouhan, S Ganguly, S Pradhan, D Saraswat, S Agrawal, ... 2021 IEEE Seventh International Conference on Big Data Computing Service and …, 2021 | 13 | 2021 |
| System and method for automatic installation and maintenance of hardware and software in a distributed computer system CM Stich, M Dix, PJW Schemat US Patent 8,347,283, 2013 | 12 | 2013 |
| Integrated search for heterogeneous data in process industry applications—A proof of concept B Klöpper, M Dix, D Siddapura, LT Taverne 2016 IEEE 14th International Conference on Industrial Informatics (INDIN …, 2016 | 11 | 2016 |
| Automated software robustness testing-static and adaptive test case design methods M Dix, HD Hofmann Proceedings. 28th Euromicro Conference, 62-66, 2002 | 11 | 2002 |
| BOAT: A bayesian optimization automl time-series framework for industrial applications JJ Kurian, M Dix, I Amihai, G Ceusters, A Prabhune 2021 IEEE Seventh International Conference on Big Data Computing Service and …, 2021 | 10 | 2021 |
| System and method for automatic installation and maintenance of hardware and software in a distributed computer system CM Stich, M Dix, PJW Schemat US Patent 8,572,601, 2013 | 10 | 2013 |
| Explaining Anomalies in Industrial Multivariate Time-series Data with the help of eXplainable AI SM Tripathy, A Chouhan, M Dix, A Kotriwala, B Klöpper, A Prabhune 2022 IEEE International Conference on Big Data and Smart Computing (BigComp …, 2022 | 9 | 2022 |
| 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 | 8 | 2021 |
| Reusable big data system for industrial data mining-a case study on anomaly detection in chemical plants R Borrison, B Klöpper, M Chioua, M Dix, B Sprick Intelligent Data Engineering and Automated Learning–IDEAL 2018: 19th …, 2018 | 8 | 2018 |
| System and method for automatically creating, installing and configuring extensions of functionalities in the system nodes of a distributed network CM Stich, M Dix US Patent 7,752,156, 2010 | 8 | 2010 |
| A formula for accelerating autonomous anomaly detection M Dix, B Kloepper, JC Blanchon, E Thorud ABB Review 2, 2021, 2021 | 7 | 2021 |
| System And Method For Automatically Installing Verifying And Configuring Functionalities In The System Components Of A Distributed Network C Stich, M Dix, PJ Schemat US Patent App. 10/574,948, 2007 | 7 | 2007 |
| The servitization of Innovation Management M Dix, C Ganz Frameworks and analysis, 168, 2013 | 6 | 2013 |
| Using Siamese Neural Networks on Threshold Maps of Infrared Images to Detect Equipment Faults R Gitzel, H Kaul, M Dix 2022 IEEE Eighth International Conference on Big Data Computing Service and …, 2022 | 4 | 2022 |
| A three-step machine learning pipeline for detecting and explaining anomalies in the time series of industrial process plants M Dix The International Conference on Deep Learning, Big Data and Blockchain (Deep …, 2022 | 4 | 2022 |
