Dimensionality reduction and anomaly detection for CPPS data using autoencoder B Eiteneuer, N Hranisavljevic, O Niggemann 2019 IEEE International Conference on Industrial Technology (ICIT), 1286-1292, 2019 | 34 | 2019 |
Discretization of hybrid CPPS data into timed automaton using restricted Boltzmann machines N Hranisavljevic, A Maier, O Niggemann Engineering Applications of Artificial Intelligence 95, 103826, 2020 | 19 | 2020 |
A novel anomaly detection algorithm for hybrid production systems based on deep learning and timed automata N Hranisavljevic, O Niggemann, A Maier International Workshop on the Principles of Diagnosis (DX), 2016 | 19* | 2016 |
Accessing and Interpreting OPC UA Event Traces based on Semantic Process Descriptions T Westermann, N Hranisavljevic, A Fay 2022 IEEE 27th International Conference on Emerging Technologies and Factory …, 2022 | 4 | 2022 |
Comparison of Different Probabilistic Graphical Models as Causal Models in Alarm Flood Reduction P Wunderlich, N Hranisavljevic 2019 IEEE 17th International Conference on Industrial Informatics (INDIN) 1 …, 2019 | 2 | 2019 |
Konzeptualisierung als Kernfrage des Maschinellen Lernens in der Produktion O Niggemann, G Biswas, JS Kinnebrew, N Hranisavljevic, A Bunte De Gruyter Oldenbourg, 2020 | 1 | 2020 |
FaMoS–Fast Model Learning for Hybrid Cyber-Physical Systems using Decision Trees S Plambeck, A Bracht, N Hranisavljevic, G Fey Proceedings of the 27th ACM International Conference on Hybrid Systems …, 2024 | | 2024 |