Publications FIS

2023

• Vision-Based DRL Autonomous Driving Agent with Sim2Real TransferLi, D. & Okhrin, O., 2023, 2023 IEEE 26th International Conference on Intelligent Transportation Systems, ITSC 2023. Institute of Electrical and Electronics Engineers (IEEE), p. 866-873, 8 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution

2022

• On the Performance of Machine Learning Based Flight Delay Prediction – Investigat-ing the Impact of Short-Term FeaturesSchösser, D. M. & Schönberger, J. O., 2 Dec 2022, In:  Promet - traffic & transportation : scientific journal on traffic and transportation research. 34, 6, p. 825-838, 14 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Labor market tightness and individual wage growth: evidence from GermanyBrunow, S., Lösch, S. & Okhrin, O., Dec 2022, In: Journal for labour market research. 56, 1, 16Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Mixture of Decision Trees for Interpretable Machine LearningBrüggenjürgen, S., Schaaf, N., Kerschke, P. & Huber, M. F., Dec 2022, Proceedings - 21st IEEE International Conference on Machine Learning and Applications, ICMLA 2022. Wani, M. A., Kantardzic, M., Palade, V., Neagu, D., Yang, L. & Chan, K. (eds.).p. 1175-1182, 8 p.Electronic (full-text) versionResearch output: Contribution to book/conference proceedings/anthology/report > Conference contribution
• Plotting Impossible? Surveying Visualization Methods for Continuous Multi-Objective Benchmark ProblemsSchäpermeier, L., Grimme, C. & Kerschke, P., Dec 2022, In: IEEE transactions on evolutionary computation : a publication of the IEEE Neural Networks Council. 26, 6, p. 1306-1320, 15 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Be my (little) partner?!—Universities' role in regional innovation systems when large firms are rareKindt, A. M., Geissler, M. & Bühling, K., Nov 2022, In: Journal of Regional Science. 62, 5, p. 1274-1295, 22 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Less workplace parking with fully autonomous vehicles?Tscharaktschiew, S. & Reimann, F., 11 Oct 2022, In: Journal of Intelligent and Connected Vehicles. 5, 3, p. 283 - 301, 19 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Simulating the Cox–Ingersoll–Ross and Heston processes: matching the first four momentsOkhrin, O., Rockinger, M. & Schmid, M., 7 Oct 2022, In: The journal of computational finance : JFC. 26, 2, p. 1-52Electronic (full-text) versionResearch output: Contribution to journal > Research article
• The income-inequality relationship within U.S: Metropolitan Areas 1980-2016Seifert, F., 15 Sep 2022, In: Journal of Regional Research. 53, 2, p. 67-90, 24 p.Electronic (full-text) versionResearch output: Contribution to journal > Research article
• Process-Oriented Stream Classification Pipeline: A Literature ReviewClever, L., Pohl, J. S., Bossek, J., Kerschke, P. & Trautmann, H., 9 Sep 2022, In: Applied sciences. 12, 18, 9094Electronic (full-text) versionResearch output: Contribution to journal > Review article