Publications

Stefan Mühlbauer, Florian Sattler, Christian Kaltenecker, Johannes Dorn, Sven Apel, and Norbert Siegmund. Performance Sensitivity Across Configuration and Workload. Gesellschaft für Informatik e.V., 2024. [PUMA: topic_software yaff] URL

Manuel Estevez, Erika Roldan, and Henry Segerman. Oriented and Non-oriented Cubical Surfaces in The Penteract. 2024. [PUMA: imported yaff] URL

Luisa Herrmann, and Johannes Osterholzer. Non-Global Parikh Tree Automata. 2024. [PUMA: imported yaff] URL

Esam Ghaleb, Ilya Burenko, Marlou Rasenberg, Wim Pouw, Ivan Toni, Peter Uhrig, Anna Wilson, Judith Holler, Aslı Özyürek, and Raquel Fernández. Leveraging Speech for Gesture Detection in Multimodal Communication. 2024. [PUMA: imported yaff] URL

Jens Lehmann, Antonello Meloni, Enrico Motta, Francesco Osborne, Diego Reforgiato Recupero, Angelo Antonio Salatino, and Sahar Vahdati. Large Language Models for Scientific Question Answering: An Extensive Analysis of the SciQA Benchmark. The Semantic Web. ESWC 2024. Lecture Notes in Computer Science, (14664):199--217, Springer, Cham, 2024. [PUMA: imported yaff] URL

Karsten Haustein, Hannes Zacher, Katja Liebal, Marie Eichholz, and Ulrike Mühlhaus. Justice and urban transformation in light of accelerating climate change . Copernicus GmbH, November 2024. [PUMA: imported nopdf yaff] URL

Khalil Teber, Sebastian Sippel, Melanie Krause, Jakob Zscheischler, and Miguel Mahecha. Inequality in human development amplifies climate-related disaster risk. Springer Science and Business Media LLC, October 2024. [PUMA: imported yaff] URL

Luca Franceschi, Michele Donini, Valerio Perrone, Aaron Klein, Cédric Archambeau, Matthias Seeger, Massimiliano Pontil, and Paolo Frasconi. Hyperparameter Optimization in Machine Learning. 2024. [PUMA: imported yaff] URL

Luisa Herrmann, and Richard Mörbitz. Global One-Counter Tree Automata. In Szilárd Zsolt Fazekas (Eds.), 28th International Conference on Implementation and Application of Automata (CIAA 2024), (15015):166--179, Springer, September 2024. [PUMA: imported yaff]

Angel E. Rodriguez-Fernandez, Lennart Schäpermeier, Carlos Hernández, Pascal Kerschke, Heike Trautmann, and Oliver Schütze. Finding ϵ-Locally Optimal Solutions for Multi-Objective Multimodal Optimization. IEEE Transactions on Evolutionary Computation, 1-1, 2024. [PUMA: imported yaff]

Yuvaraj Natarajan, Sri Preethaa K. R., Gitanjali Wadhwa, Young Choi, Zengshun Chen, Dong-Eun Lee, and Yirong Mi. Enhancing Building Energy Efficiency with IoT-Driven Hybrid Deep Learning Models for Accurate Energy Consumption Prediction. Sustainability, (16)52024. [PUMA: imported yaff] URL

Nikola Milosevic, Johannes Müller, and Nico Scherf. Embedding Safety into RL: A New Take on Trust Region Methods. 2024. [PUMA: imported yaff] URL

Claudia Silva, Erika Roldan, and Rosemberg Toala-Enriquez. Eden model for Pentagons. 2024. [PUMA: imported yaff] URL

Elham Shamsara, Marius E. Yamakou, Fatihcan M. Atay, and Jürgen Jost. Dynamics of neural fields with exponential temporal kernel. Theory in Biosciences, (143)2:107--122, Jun 1, 2024. [PUMA: imported yaff] URL

Julian Striegl, Jordan Wenzel Richter, Leoni Grossmann, Björn Bråstad, Marie Gotthardt, Christian Rück, John Wallert, and Claudia Loitsch. Deep learning-based dimensional emotion recognition for conversational agent-based cognitive behavioral therapy. PeerJ Computer Science, (10):e2104, PeerJ, June 2024. [PUMA: imported yaff] URL

Tuan-Phong Nguyen, Simon Razniewski, and Gerhard Weikum. Cultural Commonsense Knowledge for Intercultural Dialogues. Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 1774–1784, Association for Computing Machinery, New York, NY, USA, Oct 21, 2024. [PUMA: imported yaff] URL

Martin Lorenz, Tiago Amorim, Debargha Dey, Mersedeh Sadeghi, and Patrick Ebel. Computational Models for In-Vehicle User Interface Design: A Systematic Literature Review. Proceedings of the 16th International Conference on Automotive User Interfaces and Interactive Vehicular Applications, 204–215, Association for Computing Machinery, New York, NY, USA, Sep 22, 2024. [PUMA: imported yaff] URL

Nicolas-Domenic Reiter, Jonas Wahl, Andreas Gerhardus, and Jakob Runge. Causal Inference on Process Graphs, Part II: Causal Structure and Effect Identification. 2024. [PUMA: imported yaff] URL

Yunchao (Lance) Liu, Rocco Moretti, Yu Wang, Ha Dong, Bailu Yan, Bobby Bodenheimer, Tyler Derr, and Jens Meiler. Advancements in Ligand-Based Virtual Screening through the Synergistic Integration of Graph Neural Networks and Expert-Crafted Descriptors. bioRxiv, Cold Spring Harbor Laboratory, 2024. [PUMA: imported yaff] URL

Aruscha Kramm, Eric Peukert, André Ludwig, and Bogdan Franczyk. Machine Learning Based Mobile Capacity Estimation for Roadside Parking. ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, (10):99--106, Copernicus GmbH, 2024. [PUMA: Based Capacity Estimation Learning Machine Mobile Parking Roadside yaff]