Identifying behavior models for process plants. - Asmir Vodencarevic; Hans Kleine Büning; Oliver Niggemann; Alexander Maier (ETFA, 2011)

Using behavior models for anomaly detection in hybrid systems. - Asmir Vodencarevic; Hans Kleine Büning; Oliver Niggemann; Alexander Maier (ICAT, 2011)

Anomaly Detection in Production Plants using Timed Automata - Automated Learning of Models from Observations. - Alexander Maier; Oliver Niggemann; Roman Just; Michael Jäger; Asmir Vodencarevic (ICINCO (1), 2011)

Fighting the Modeling Bottleneck - Learning Models for Production Plants. - Oliver Niggemann; Alexander Maier; Asmir Vodencarevic; Bernhard Jantscher (MBEES, 2011)

Learning Behavior Models for Hybrid Timed Systems. - Oliver Niggemann; Benno Stein 001; Asmir Vodencarevic; Alexander Maier; Hans Kleine Büning (AAAI, 2012)

Detecting anomalous energy consumptions in distributed manufacturing systems. - Sebastian Faltinski; Holger Flatt; Florian Pethig; Björn Kroll; Asmir Vodencarevic; Alexander Maier; Oliver Niggemann (INDIN, 2012)

Learning behavior models of hybrid systems using wavelets for autonomous jumps detection. - Asmir Vodencarevic (INDIN, 2012)

Evaluating Learning Algorithms for Stochastic Finite Automata - Comparative Empirical Analyses on Learning Models for Technical Systems. - Asmir Vodencarevic; Alexander Maier; Oliver Niggemann (ICPRAM, 2013)

Identifying behavior models for hybrid production systems. - Asmir Vodencarevic (2013)

Data analytics for manufacturing systems. - Asmir Vodencarevic; Thomas Fett (ETFA, 2015)

Predicting Flare Probability in Rheumatoid Arthritis using Machine Learning Methods. - Asmir Vodencarevic; Marlies C. van der Goes; O'Jay A. G. Medina; Mark C. H. de Groot; Saskia Haitjema; Wouter W. van Solinge; Imo E. Hoefer; Linda M. Peelen; Jacob M. van Laar; Marcus Zimmermann-Rittereiser; Bob C. Hamans; Paco M. J. Welsing (DATA, 2018)

Prediction of QT Prolongation in Advanced Breast Cancer Patients Using Survival Modelling Algorithms. - Asmir Vodencarevic; Julia Kreuzeder; Achim Wöckel; Peter A. Fasching (DATA, 2023)

Stroke mortality prediction based on ensemble learning and the combination of structured and textual data. - Ruixuan Huang; Jundong Liu; Tsz Kin Wan; Damrongrat Siriwanna; Yat Ming Peter Woo; Asmir Vodencarevic; Chi Wah Wong; Kei Hang Katie Chan (Comput. Biol. Medicine, 2023)