Publikationen

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.

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.

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

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

In: Design, Automation and Test in Europe Conference (DATE 2023). Design, Automation & Test in Europe (DATE-2023), April 17-19, Antwerp, Belgium, 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.

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.

Niko Kleer; Maurice Rekrut; Julian Wolter; Tim Schwartz; Michael Feld

A Multimodal Teach-in Approach to the Pick-and-Place Problem in Human-Robot Collaboration

In: Companion of the 2023 ACM/IEEE International Conference on Human-Robot Interaction. ACM/IEEE International Conference on Human-Robot Interaction (HRI-2023), March 13-16, Stockholm, Sweden, Pages 81-85, ISBN 978-1-4503-9970-8, ACM, 2023.

Peter Pfeiffer

Towards Process Representation Models for Business Process Management

In: AAAI 2023 Bridge Program on Artificial Intelligence and Business Process Management. AAAI Workshops (AI4BPM@AAAI-2022), located at AAAI, February 7-8, Washington, DC, USA, online, 2023.

Peter Pfeiffer; Johannes Lahann; Peter Fettke

The Label Ambiguity Problem in Process Prediction

In: Cristina Cabanillas; Niels Frederik Garmann-Johnsen; Agnes Koschmider (Hrsg.). Business Process Management Workshops. International Workshop on Artificial Intelligence for Business Process Management (AI4BPM-2022), September 11-15, Münster, Germany, Pages 37-44, ISBN 978-3-031-25383-6, Springer International Publishing, 2023.