Publikationen

Christoph Heinbach; Oliver Thomas

Freight Service Platform Ecosystems – Value Co-Creation durch Einsatz mobiler Telematik für Transportladungsträger in Plattform-Ökosystemen

In: HMD - Praxis der Wirtschaftsinformatik (HMD), Vol. Online, Pages 1-19, Springer, 1/2023.

Natalie Gdanitz; Lotfy Abdel Khaliq; Agbodzea Pascal Ahiagble; Sabine Janzen; Wolfgang Maaß

POWOP: Weather-based Power Outage Prediction (Best Poster Award)

In: IntelliSys 2023. Intelligent Systems Conference (IntelliSys-2023), September 7-8, Amsterdam, Netherlands, SAI IntelliSys, 9/2023.

Christoph Heinbach; Tobias Dreesbach; Oliver Thomas

Freight Fleet Glasses – Augmented Reality Einsatz zur Unterstützung eines automatisierten und vernetzten Flottenmanagements

In: HMD - Praxis der Wirtschaftsinformatik (HMD), Vol. Online, Pages 1-21, Springer, 1/2023.

Sogo Pierre Sanon; Rekha Reddy; Christoph Lipps; Hans D. Schotten

Secure Federated Learning: An Evaluation of Homomorphic Encrypted Network Traffic Prediction

In: 5TH SECURITY TRUST PRIVACY FOR CYBER-PHYSICAL SYSTEMS (STP-CPS'23). IEEE Consumer Communications and Networking Conference (CCNC-2023), January 8, Las Vegas, NV, USA, IEEE, 1/2023.

Hamed Tabrizchi; Jafar Razmara; Amirhosein Mosavi

Thermal prediction for energy management of clouds using a hybrid model based on CNN and stacking multi-layer bi-directional LSTM

In: Energy Reports, Vol. 9, Pages 2253-2268, Elsevier, 12/2023.

Igor Vozniak; Philipp Müller; Lorena Hell; Nils Lipp; Ahmed Abouelazm; Christian Müller

Context-empowered Visual Attention Prediction in Pedestrian Scenarios

In: CVF. IEEE Winter Conference on Applications of Computer Vision (WACV-2023), January 4-6, Waikoloa, Hawaii, USA, Pages 950-960, IEEE Explore, IEEE Xplore, 1/2023.

Iuliia Brishtel; Stephan Krauß; Mahdi Chamseddine; Jason Raphael Rambach; Didier Stricker

Driving Activity Recognition Using UWB Radar and Deep Neural Networks

In: Sensors - Open Access Journal (Sensors), Vol. 23, No. 2, Pages 1-15, MDPI, 1/2023.

Boris Brandherm; Matthieu Deru; Alassane Ndiaye; Gian-Luca Kiefer; Jörg Baus; Ralf Gampfer

Integration of Renewable Energies---AI-Based Prediction Methods for Electricity Generation from Photovoltaic Systems

In: Thomas Barton; Christian Müller. Apply Data Science: Introduction, Applications and Projects. Pages 137-158, ISBN 978-3-658-38798-3, Springer Fachmedien, Wiesbaden, 2023.

Sören Tempel; Vladimir Herdt; Rolf Drechsler

Specification-based Symbolic Execution for Stateful Network Protocol Implementations in the IoT

In: IEEE Internet of Things Journal (IoT), Vol. o.a. IEEE, 2023.

Katharina Bendig; René Schuster; Didier Stricker

On the Future of Training Spiking Neural Networks

In: International Conference on Pattern Recognition Applications and Methods. International Conference on Pattern Recognition Applications and Methods (ICPRAM-2023), February 22-24, Lissabon, Portugal, SCITEPRESS, 2023.