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2025
Published
An explainable artificial intelligence feature selection framework for transparent, trustworthy, and cost-efficient energy forecasting
Kost, L., Lier, S. K. & Breitner, M. H., Dec 2025, In: Energy and AI. 22, 100648.
Research output: Contribution to journal › Article › Research › peer review
Published
Earth Observation technologies for agricultural carbon credits: a review
Angelopoulou, T., Balafoutis, A. T. & Chabrillat, S., Dec 2025, In: Smart Agricultural Technology. 12, 101493.
Research output: Contribution to journal › Review article › Research › peer review
Published
Physics-informed Bayesian optimization of expensive-to-evaluate black-box functions
Sekulic, I., Schaible, J., Müller, G., Plock, M., Burger, S., Martínez-Lahuerta, V. J., Gaaloul, N. & Schneider, P. I., 28 Nov 2025, In: Machine Learning: Science and Technology. 6, 4, 040503.
Research output: Contribution to journal › Article › Research › peer review
Published
Multi-objective Optimization of Sampling Locations for Source Detection of Antibiotic-resistant Genes in Hydrosystems
Yao, Y., Nogueira, R., Klawonn, F. & Wallner, M., 4 Nov 2025, In: Knowledge-based systems. 329, 114424.
Research output: Contribution to journal › Article › Research › peer review
Published
Geometry-driven development of semi-compliant kinetic asymptotic structures
Wan, Z., Crolla, K. & Schling, E., Nov 2025, In: Advanced engineering informatics. 68, 19 p., 103762.
Research output: Contribution to journal › Article › Research › peer review
Published
Information Leakage Detection through Approximate Bayes-optimal Prediction
Gupta, P., Wever, M. D. & Hüllermeier, E., Nov 2025, In: Information Sciences. 719, 122419.
Research output: Contribution to journal › Article › Research › peer review
Published
Long-term simulation of physical and mechanical behaviors using curriculum-transfer-learning based physics-informed neural networks
Guo, Y., Fu, Z., Min, J., Lin, S., Liu, X., Rashed, Y. F. & Zhuang, X., Nov 2025, In: NEURAL NETWORKS. 191, 107825.
Research output: Contribution to journal › Article › Research › peer review
Published
Large Language Models Generalize SRL Prediction to New Languages Within But Not Between Domains
Borchers, C., Zhang, J., Fleischer, H., Schanze, S., Aleven, V. & Baker, R. S., 7 Sept 2025, In: Journal of Educational Data Mining. 17, 2, p. 24-54 31 p.
Research output: Contribution to journal › Article › Research › peer review
Published
VANILLA: Validated knowledge graph completion—A Normalization-based framework for Integrity, Link prediction, and Logical Accuracy
Purohit, D., Chudasama, Y. & Vidal, M. E., 5 Sept 2025, In: Knowledge-based systems. 325, 113939.
Research output: Contribution to journal › Article › Research › peer review
Published
A German Gold-Standard Dataset for Sentiment Analysis in Software Engineering
Obaidi, M., Herrmann, M., Schmid, E., Ochsner, R., Schneider, K. & Klünder, J., 1 Sept 2025, Proceedings - 2025 IEEE 33rd International Requirements Engineering Conference Workshops, REW 2025. Institute of Electrical and Electronics Engineers Inc., p. 107-114 8 p. (Proceedings - IEEE International Requirements Engineering Conference Workshops).
Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
Published
Aligning AI Systems with Human Values
Herrmann, M., Mircea, M. & Schneider, K., 1 Sept 2025, Proceedings - 2025 IEEE 33rd International Requirements Engineering Conference Workshops, REW 2025. Institute of Electrical and Electronics Engineers Inc., p. 442-444 3 p. ( IEEE International Requirements Engineering Conference Workshops).
Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
Published
Automatic Generation of Explainability Requirements and Software Explanations From User Reviews
Obaidi, M., Droste, J., Deters, H., Herrmann, M., Schneider, K., Klünder, J., Villamizar, H., Fischbach, J. & Krätzig, S., 1 Sept 2025, Proceedings - 2025 IEEE 33rd International Requirements Engineering Conference Workshops, REW 2025. Institute of Electrical and Electronics Engineers Inc., p. 49-58 10 p. (Proceedings - IEEE International Requirements Engineering Conference Workshops).
Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
Published
Can we use LLMs to recover Trace Links between Source Code and Security Requirements?
Paßlack, J. M., Specht, A., Herrmann, M., Elsofi, D. A. A., Ehl, M., Großer, K., Jürjens, J. & Schneider, K., 1 Sept 2025, Proceedings - 2025 IEEE 33rd International Requirements Engineering Conference Workshops, REW 2025. Institute of Electrical and Electronics Engineers Inc., p. 223-232 10 p. (Proceedings -International Requirements Engineering Conference Workshops).
Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
Published
From App Features to Explanation Needs: Analyzing Correlations and Predictive Potential
Obaidi, M., Qengaj, K., Droste, J., Deters, H., Herrmann, M., Schmid, E., Schneider, K. & Klünder, J., 1 Sept 2025, Proceedings - 2025 IEEE 33rd International Requirements Engineering Conference Workshops, REW 2025. Institute of Electrical and Electronics Engineers Inc., p. 99-106 8 p. (Proceedings - IEEE International Requirements Engineering Conference Workshops).
Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
Published
Generating Context-Aware Learning Materials for Software Security via LLM Agents and Traceability
Schüring, B. L., Herrmann, M., Specht, A., Ehl, M., Elsofi, D. A. A., Großer, K., Jürjens, J. & Schneider, K., 1 Sept 2025, 2025 IEEE 33rd International Requirements Engineering Conference Workshops (REW). p. 249-258 10 p.
Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
Published
Towards Trustworthy Sentiment Analysis in Software Engineering: Dataset Characteristics and Tool Selection
Obaidi, M., Herrmann, M., Schneider, K. & Klünder, J., 1 Sept 2025, Proceedings - 2025 IEEE 33rd International Requirements Engineering Conference Workshops, REW 2025. Institute of Electrical and Electronics Engineers Inc., p. 538-547 10 p. (Proceedings - IEEE International Requirements Engineering Conference Workshops).
Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review
E-pub ahead of print
Optimizing Time Series Forecasting Architectures: A Hierarchical Neural Architecture Search Approach
Deng, D. & Lindauer, M., Sept 2025, (E-pub ahead of print) In: Transactions on Machine Learning Research. 2025-October
Research output: Contribution to journal › Article › Research › peer review
Published
Predicting future polarization curves from operating data: Machine learning-based investigation of degradation modeling concepts for PEM water electrolysis
Woelke, J., Rex, A., Eckert, C., Bensmann, B. & Hanke-Rauschenbach, R., Sept 2025, In: Energy and AI. 21, 100547.
Research output: Contribution to journal › Article › Research › peer review
Published
RunAndSchedule2Survive: Algorithm Scheduling Based on Run2Survive
Margraf, V., Naftali-Körner, T., Tornede, A. & Wever, M. D., 29 Aug 2025, In: ACM Transactions on Evolutionary Learning and Optimization. 5, 3, 17 p., 21.
Research output: Contribution to journal › Article › Research › peer review
Published
Generating Ensembles of Search Policies to Solve Baba is You Levels
Ronge, R., Albrecht, E., Woiwode, D. & Dockhorn, A., 26 Aug 2025, Proceedings of the IEEE 2025 Conference on Games, CoG 2025. Lisbon, Portugal, 4 p. (IEEE Conference on Computatonal Intelligence and Games, CIG).
Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

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