Stefan Oehmcke

Detecting Hardly Visible Roads in Low-Resolution Satellite Time Series Data

Oehmcke, S., Thrysøe, C., Borgstad, A., Vaz Salles, M. A., Brandt, M. S. & Gieseke, F. C., Dec 2019, Proceedings of the IEEE International Conference on Big Data, Big Data 2019: Special Session on Intelligent Data Mining. 10 p.

Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

Evolution of Stacked Autoencoders

Silhan, T., Oehmcke, S. & Kramer, O., Jun 2019, 2019 IEEE Congress on Evolutionary Computation, CEC 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 823-830 8 p. 8790182

Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

Direct training of dynamic observation noise with UMarineNet

Oehmcke, S., Zielinski, O. & Kramer, O., 1 Jan 2018, Artificial Neural Networks and Machine Learning – ICANN 2018 - 27th International Conference on Artificial Neural Networks, 2018, Proceedings. Kurkova, V., Hammer, B., Manolopoulos, Y., Iliadis, L. & Maglogiannis, I. (eds.). Springer Verlag, p. 123-133 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 11139 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

Knowledge sharing for population based neural network training

Oehmcke, S. & Kramer, O., 1 Jan 2018, KI 2018: Advances in Artificial Intelligence - 41st German Conference on AI, 2018, Proceedings. Turhan, A-Y. & Trollmann, F. (eds.). Springer Verlag, p. 258-269 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 11117 LNAI).

Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

Manifold learning with iterative dimensionality photo-projection

Luckehe, D., Oehmcke, S. & Kramer, O., 30 Jun 2017, 2017 International Joint Conference on Neural Networks, IJCNN 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 2555-2561 7 p. 7966167. (Proceedings of the International Joint Conference on Neural Networks, Vol. 2017-May).

Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

Preferences-based choice prediction in evolutionary multi-objective optimization

Aggarwal, M., Heinermann, J., Oehmcke, S. & Kramer, O., 1 Jan 2017, Applications of Evolutionary Computation - 20th European Conference, EvoApplications 2017, Proceedings. Hidalgo, J. I., Cotta, C., Hu, T., Tonda, A., Burrelli, P., Coler, M., Iacca, G., Kampouridis, M., Mora Garcia, A. M., Squillero, G., Brabazon, A., Haasdijk, E., Heinerman, J., D Andreagiovanni, F., Bacardit, J., Nguyen, T. T., Silva, S., Tarantino, E., Esparcia-Alcazar, A. I., Ascheid, G., Glette, K., Cagnoni, S., Kaufmann, P., de Vega, F. F., Mavrovouniotis, M., Zhang, M., Divina, F., Sim, K., Urquhart, N. & Schaefer, R. (eds.). Springer Verlag, p. 715-724 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 10199 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review

Recurrent neural networks and exponential PAA for virtual marine sensors

Oehmcke, S., Zielinski, O. & Kramer, O., 30 Jun 2017, 2017 International Joint Conference on Neural Networks, IJCNN 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 4459-4466 8 p. 7966421. (Proceedings of the International Joint Conference on Neural Networks, Vol. 2017-May).

Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review