Publikationen

Active-Learning-Driven Deep Interactive Segmentation for Cost-Effective Labeling of Crop-Weed Image Data

In: Konferenzband der 43. GIL-Jahrestagung. GIL-Jahrestagung (GIL-2023) Resiliente Agri-Food-Systeme: Herausforderungen und Lösungsansätze. …

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, …

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 …

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 …

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.

Jens Trommer; Niladri Bhattacharjee; Thomas Mikolajick; Sebastian Huhn; Marcel Merten; Mohammed E. Djeridane; Muhammad Hassan; Rolf Drechsler; Shubham Rai; Nima Kavand; Armin Darjani; Akash Kumar; Violetta Sessi; Maximilian Drescher; Sabine Kolodinski; Maciej Wiatr

Publikationen

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Active-Learning-Driven Deep Interactive Segmentation for Cost-Effective Labeling of Crop-Weed Image Data

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

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

Context-empowered Visual Attention Prediction in Pedestrian Scenarios

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

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

Design Enablement Flow for Circuits with Inherent Obfuscation based on Reconfigurable Transistors

On the Future of Training Spiking Neural Networks

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

Driving Activity Recognition Using UWB Radar and Deep Neural Networks

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