Dimensionality Reduction and Anomaly Detection for CPPS Data using Autoencoder. - Benedikt Eiteneuer; Nemanja Hranisavljevic; Oliver Niggemann (ICIT, 2019)

Comparison of Different Probabilistic Graphical Models as Causal Models in Alarm Flood Reduction. - Paul Wunderlich; Nemanja Hranisavljevic (INDIN, 2019)

A Novel Anomaly Detection Algorithm for Hybrid Production Systems based on Deep Learning and Timed Automata. - Nemanja Hranisavljevic; Oliver Niggemann; Alexander Maier (CoRR, 2020)

Discretization of hybrid CPPS data into timed automaton using restricted Boltzmann machines. - Nemanja Hranisavljevic; Alexander Maier; Oliver Niggemann (Eng. Appl. Artif. Intell., 2020)

Accessing and Interpreting OPC UA Event Traces based on Semantic Process Descriptions. - Tom Westermann; Nemanja Hranisavljevic; Alexander Fay (ETFA, 2022)

Discretization of CPS Time Series with Neural Networks. - Phillip Johann Overlöper; Lukas Moddemann; Nemanja Hranisavljevic; Alexander Windmann; Oliver Niggemann (ETFA, 2024)

FaMoS- Fast Model Learning for Hybrid Cyber-Physical Systems using Decision Trees. - Swantje Plambeck; Aaron Bracht; Nemanja Hranisavljevic; Görschwin Fey (HSCC, 2024)