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IMG_1196_small.JPG Email: matthias.jakobs At sign tu-dortmund.de
Phone: 0231/755-8256
Fax: 0231/755-5105
Room-No.: OH12 R4.011

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
Saadallah/2021a Saadallah, Amal and Jakobs, Matthias and Morik, Katharina. Explainable Online Deep Neural Network Selection using Adaptive Saliency Maps for Time Series Forecasting. In Joint European Conference on Machine Learning and Knowledge Discovery in Databases, 2021.
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

Supervised Theses