Together with a range of amazing co-authors, I have published 15+ conference papers (including top conferences like NeurIPS, AAAI, IJCAI) and 5+ journal papers (including top outlets, e.g., JAIR, Production and Operations Management and the European Journal on Operational Research). You can find a full list of publications I co-authored also on Google Scholar.
Selected peer-reviewed publications
Conference papers
NeurIPS
Blumenstiel, B.*, Jakubik, J.*, Kühne, H., Vössing, M. (2023). What a MESS: Multi-Domain Evaluation of Zero-Shot Semantic Segmentation. NeurIPS 2023. Paper Website Code. * denotes shared first authorship (VHB-2024: A, CORE: A*).
AAAI
- Hemmer, P., Thede, L., Vössing, M., Jakubik, J., & Kühl, N. (2023). Learning to Defer with Limited Expert Predictions. AAAI’23. Paper Code (VHB-2024: A, CORE: A*)
- Jakubik, J., Hemmer, P., Vössing, M., Blumenstiel, B., Bartos, A., & Mohr, K. (2022, June). Designing a Human-in-the-Loop System for Object Detection in Floor Plans. In Proceedings of the AAAI Conference on Artificial Intelligence (Vol. 36, No. 11, pp. 12524-12530). Paper
IJCAI
Hemmer, P., Schellhammer, S., Vössing, M., Jakubik, J., & Satzger, G. Forming Effective Human-AI Teams: Building Machine Learning Models that Complement the Capabilities of Multiple Experts. IJCAI’22. Paper Code (VHB-2024: A, CORE: A*)
HHAI
Schoeffer, J.*, Jakubik, J.*, Voessing, M., Kuehl, N., & Satzger, G. (2023). On the Interdependence of Reliance Behavior and Accuracy in AI-Assisted Decision-Making. HHAI’23. Paper * denotes shared first authorship ⭐️ Best paper award.
ICWSM
Jakubik, J., Voessing, M., Baer, D., Proellochs, N., & Feuerriegel, S. (2023). Online Emotions During the Storming of the US Capitol: Evidence from the Social Media Network Parler. International AAAI Conference on Web and Social Media (ICWSM’23) (CORE: A).
Journal publications
Productions and Operations Management
Jakubik, J., & Feuerriegel, S. (2022). Data‐driven allocation of development aid toward sustainable development goals: Evidence from HIV/AIDS. Production and Operations Management, 31(6), 2739-2756. Paper (FT-50, VHB: A, IF: 4.6)
Journal of Artificial Intelligence Research
Schoeffer, J., Jakubik, J., Voessing, M., Kuehl, N., & Satzger, G. (2024). AI Reliance and Decision Quality: Fundamentals, Interdependence, and the Effects of Interventions. Accepted at JAIR. Paper (CORE: A, IF: 2.4)
European Journal of Operational Research
Jakubik, J., Binding, A., & Feuerriegel, S. (2021). Directed particle swarm optimization with Gaussian-process-based function forecasting. European Journal of Operational Research, 295(1), 157-169. Paper (VHB: A, IF: 6.4)
Business & Information Systems Engineering
Jakubik, J., Vössing, M., Kühl, N., Walk, J., & Satzger, G. (2022). Data-centric Artificial Intelligence. Business & Information Systems Engineering. Paper (VHB: B, IF: 7.9)
Quantitative Finance
Jakubik, J., Nazemi, A., Geyer-Schulz, A., & Fabozzi, F. J. (2023). Incorporating financial news for forecasting Bitcoin prices based on long short-term memory networks. Quantitative Finance, 23(2), 335-349. Paper (VHB: B, IF: 2.0)
Electronic Markets
Holstein, J., Schemmer, M., Jakubik, J., Vössing, M., Satzger, G. (2023). Sanitizing Data for Analysis: Designing Systems for Data Understanding. Electronic Markets, 33 (52). Paper (VHB: B, IF: 8.5)
I contribute to a range of communities as reviewer, associate editor, and track chair including conferences like NeurIPS, AAAI, ECML, and journals like the Journal of Artificial Intelligence Research.