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_MG_3125x_small.jpg Email: raphael.fischer At sign tu-dortmund.de
Phone: 0231/755-5148
Fax: 0231/755-5105
Room-No.: OH12 R4.018

Research Topics

Publications

Fischer/etal/2022a Fischer, Raphael and Jakobs, Matthias and Mücke, Sascha and Morik, Katharina. A Unified Framework for Assessing Energy Efficiency of Machine Learning. In Proceedings of the ECML Workshop on Data Science for Social Good, 2022.
Beckh/etal/2021a Beckh, Katharina and Müller, Sebastian and Jakobs, Matthias and Toborek, Vanessa and Tan, Hanxiao and Fischer, Raphael and Welke, Pascal and Houben, Sebastian and von Rueden, Laura. Explainable Machine Learning with Prior Knowledge: An Overview. arXiv, 2021. Arrow Symbol
Morik/etal/2021a Morik, Katharina and Kotthaus, Helena and Heppe, Lukas and Heinrich, Danny and Fischer, Raphael and Mücke, Sascha and Pauly, Andreas and Jakobs, Matthias and Piatkowski, Nico. Yes We Care! -- Certification for Machine Learning Methods through the Care Label Framework. arXiv, 2021. Arrow Symbol
Morik/etal/2021b Morik, Katharina and Kotthaus, Helena and Heppe, Lukas and Heinrich, Danny and Fischer, Raphael and Pauly, Andreas and Piatkowski, Nico. The Care Label Concept: A Certification Suite for Trustworthy and Resource-Aware Machine Learning. arXiv, 2021. Arrow Symbol
Fischer/etal/2020a Fischer, Raphael and Jakobs, Matthias and Mücke, Sascha and Morik, Katharina. Solving Abstract Reasoning Tasks with Grammatical Evolution. In Trabold, Daniel and Welke, Pascal and Piatkowski, Nico (editors), Proceedings of the LWDA 2020 Workshops: KDML, FGWM, FGWI-BIA, and FGDB, pages 6--10, 2020. Arrow Symbol
Fischer/etal/2020b Fischer, Raphael and Piatkowski, Nico and Pelletier, Charlotte and Webb, Geoffrey and Petitjean, Francois and Morik, Katharina. No Cloud on the Horizon: Probabilistic Gap Filling in Satellite Image Series. In Webb, Geoffrey and Cao, Longbing and Zhang, Zhongfei and Tseng, Vincent S. and Williams, Graham and Vlachos, Michalis (editors), Proceedings of the IEEE 7th International Conference on Data Science and Advanced Analytics (DSAA), pages 546--555, The Institute of Electrical and Electronics Engineers, Inc. (IEEE), 2020. Arrow Symbol
Fischer/2019a Fischer, Raphael. Filling Gaps in Incomplete Satellite Images with Compressable Spatio-Temporal Random Fields. TU Dortmund, 2019.
Fischer/etal/2019a Fischer, Raphael and Piatkowski, Nico and Morik, Katharina. Parameter Sharing for Spatio-Temporal Process Models. In Jäschke, Robert and Weidlich, Matthias (editors), Proceedings of the Conference on "Lernen, Wissen, Daten, Analysen" (LWDA), Vol. 2454, pages 89--93, 2019. Arrow Symbol