Bjarne Pfitzner

20 papers A 1C 1Journal 11Unranked 7

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Closing Gaps: An Imputation Analysis of ICU Vital Signs. CoRR Alisher Turubayev, Anna Shopova, Fabian Lange, Mahmut Kamalak, Paul Mattes, Victoria Ayvasky, Bert Arnrich, Bjarne Pfitzner, Robin Van De Water
2025	J	`jnl`	Differentially-Private Federated Learning with Non-IID Data For Surgical Risk Prediction. Int. J. Semantic Comput. Bjarne Pfitzner, Max M. Maurer, Axel Winter, Christoph Riepe, Igor M. Sauer, Robin Van De Water, Christian Denecke, Johann Pratschke, Bert Arnrich
2023	J	`jnl`	Federated Learning for Activity Recognition: A System Level Perspective. IEEE Access Stefan Kalabakov, Borche Jovanovski, Daniel Denkovski, Valentin Rakovic, Bjarne Pfitzner, Orhan Konak, Bert Arnrich, Hristijan Gjoreski
2023	J	`jnl`	Federated Learning for Network Intrusion Detection in Ambient Assisted Living Environments. IEEE Internet Comput. Ana Cholakoska, Hristijan Gjoreski, Valentin Rakovic, Daniel Denkovski, Marija Kalendar, Bjarne Pfitzner, Bert Arnrich
2022	J	`jnl`	Computational approaches to alleviate alarm fatigue in intensive care medicine: A systematic literature review. Frontiers Digit. Health Jonas Chromik, Sophie Anne Ines Klopfenstein, Bjarne Pfitzner, Zeena-Carola Sinno, Bert Arnrich, Felix Balzer, Akira-Sebastian Poncette
2022	J	`jnl`	DPD-fVAE: Synthetic Data Generation Using Federated Variational Autoencoders With Differentially-Private Decoder. CoRR Bjarne Pfitzner, Bert Arnrich
2022	J	`jnl`	Defending against Reconstruction Attacks through Differentially Private Federated Learning for Classification of Heterogeneous Chest X-Ray Data. CoRR Joceline Ziegler, Bjarne Pfitzner, Heinrich Schulz, Axel Saalbach, Bert Arnrich
2022	J	`jnl`	Defending against Reconstruction Attacks through Differentially Private Federated Learning for Classification of Heterogeneous Chest X-ray Data. Sensors Joceline Ziegler, Bjarne Pfitzner, Heinrich Schulz, Axel Saalbach, Bert Arnrich
2022	—	`conf`	Extracting Alarm Events from the MIMIC-III Clinical Database. HEALTHINF Jonas Chromik, Bjarne Pfitzner, Nina Ihde, Marius Michaelis, Denise Schmidt, Sophie Anne Ines Klopfenstein, Akira-Sebastian Poncette, Felix Balzer, Bert Arnrich
2022	—	`conf`	Forecasting Thresholds Alarms in Medical Patient Monitors using Time Series Models. HEALTHINF Jonas Chromik, Bjarne Pfitzner, Nina Ihde, Marius Michaelis, Denise Schmidt, Sophie Anne Ines Klopfenstein, Akira-Sebastian Poncette, Felix Balzer, Bert Arnrich
2022	—	`conf`	Predictive Alarm Prevention by Forecasting Threshold Alarms at the Intensive Care Unit. BIOSTEC (Selected Papers) Jonas Chromik, Bjarne Pfitzner, Nina Ihde, Marius Michaelis, Denise Schmidt, Sophie Anne Ines Klopfenstein, Akira-Sebastian Poncette, Felix Balzer, Bert Arnrich
2021	—	`conf`	Data Augmentation of Kinematic Time-Series From Rehabilitation Exercises Using GANs. COINS Justin Amadeus Albert, Pawel Glöckner, Bjarne Pfitzner, Bert Arnrich
2021	—	`conf`	Differentially Private Federated Learningfor Anomaly Detection in eHealth Networks. UbiComp/ISWC Adjunct Ana Cholakoska, Bjarne Pfitzner, Hristijan Gjoreski, Valentin Rakovic, Bert Arnrich, Marija Kalendar
2021	J	`jnl`	Federated Learning in a Medical Context: A Systematic Literature Review. ACM Trans. Internet Techn. Bjarne Pfitzner, Nico Steckhan, Bert Arnrich
2021	J	`jnl`	Implicit Model Specialization through DAG-based Decentralized Federated Learning. CoRR Jossekin Beilharz, Bjarne Pfitzner, Robert Schmid, Paul Geppert, Bert Arnrich, Andreas Polze
2021	A	`conf`	Implicit model specialization through dag-based decentralized federated learning. Middleware Jossekin Beilharz, Bjarne Pfitzner, Robert Schmid, Paul Geppert, Bert Arnrich, Andreas Polze
2021	—	`conf`	Perioperative Risk Assessment in Pancreatic Surgery Using Machine Learning. EMBC Bjarne Pfitzner, Jonas Chromik, Rachel Brabender, Eric Fischer, Alexander Kromer, Axel Winter, Simon Moosburner, Igor M. Sauer, Thomas Malinka, Johann Pratschke, Bert Arnrich, Max M. Maurer
2021	C	`conf`	Sensor-Based Obsessive-Compulsive Disorder Detection With Personalised Federated Learning. ICMLA Kristina Kirsten, Bjarne Pfitzner, Lando Löper, Bert Arnrich
2020	—	`conf`	Tangle Ledger for Decentralized Learning. IPDPS Workshops Robert Schmid, Bjarne Pfitzner, Jossekin Beilharz, Bert Arnrich, Andreas Polze
2019	J	`jnl`	Poisoning Attacks with Generative Adversarial Nets. CoRR Luis Muñoz-González, Bjarne Pfitzner, Matteo Russo, Javier Carnerero-Cano, Emil C. Lupu