@inproceedings{BeckerLippelZielke2019, author = {Becker, Martin and Lippel, Jens and Zielke, Thomas}, title = {Gradient Descent Analysis: On Visualizing the Training of Deep Neural Networks}, series = {VISIGRAPP 2019: Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications : Prague, Czech Republic, February 25-27, 2019}, volume = {Volume: 3}, booktitle = {VISIGRAPP 2019: Proceedings of the 14th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications : Prague, Czech Republic, February 25-27, 2019}, publisher = {INSTICC}, isbn = {978-989-758-354-4}, doi = {10.5220/0007583403380345}, pages = {338 -- 345}, year = {2019}, language = {en} } @inproceedings{BeckerLippelZielke2021, author = {Becker, Martin and Lippel, Jens and Zielke, Thomas}, title = {Dimensionality Reduction for Data Visualization and Linear Classification, and the Trade-off between Robustness and Classification Accuracy}, series = {Proceedings of ICPR 2020: 25th International Conference on Pattern Recognition, 10-15 January 2021, Milan}, booktitle = {Proceedings of ICPR 2020: 25th International Conference on Pattern Recognition, 10-15 January 2021, Milan}, editor = {Vezzani, Roberto}, publisher = {IEEE}, address = {Piscataway, NJ}, isbn = {978-1-72818-808-9}, doi = {10.1109/ICPR48806.2021.9412865}, pages = {6478 -- 6485}, year = {2021}, language = {en} } @inproceedings{LippelBeckerZielke2019, author = {Lippel, Jens and Becker, Martin and Zielke, Thomas}, title = {Modeling Dynamic Processes with Deep Neural Networks: A Case Study with a Gas-fired Absorption Heat Pump}, series = {SIMULTECH 2019: Proceedings of the 9th International Conference on Simulation and Modeling Methodologies, Technologies and Applications : Prague, Czech RepublicJuly 29-31, 2019}, booktitle = {SIMULTECH 2019: Proceedings of the 9th International Conference on Simulation and Modeling Methodologies, Technologies and Applications : Prague, Czech RepublicJuly 29-31, 2019}, editor = {Obaidat, Mohammad S. and {\"O}ren, Tuncer and Szczerbicka, Helena}, publisher = {INSTICC}, isbn = {978-989-758-381-0}, doi = {10.5220/0007932903170326}, pages = {317 -- 326}, year = {2019}, language = {en} } @inproceedings{ZielkeBernstCrombachetal.2018, author = {Zielke, Thomas and Bernst, Irina and Crombach, Tobias and Becker, Martin and Lippel, Jens}, title = {WHAT CAN BE LEARNED BY GRADING ANALYTICS?}, series = {INTED 2018: 12th International Technology, Education and Development Conference : 5-7 March, 2018, Valencia (Spain) : conference proceedings}, volume = {12th International Technology, Education and Development Conference}, booktitle = {INTED 2018: 12th International Technology, Education and Development Conference : 5-7 March, 2018, Valencia (Spain) : conference proceedings}, editor = {G{\´o}mez Chova, Luis and L{\´o}pez Mart{\´i}nez, A. and Candel Torres, I.}, publisher = {IATED Academy}, address = {Valencia, Spain}, isbn = {978-84-697-9480-7}, doi = {10.21125/inted.2018.0593}, pages = {3097 -- 3106}, year = {2018}, language = {en} } @inproceedings{GoebelFrankZielkeetal.2017, author = {Goebel, Johannes and Frank, Lena and Zielke, Thomas and Becker, Martin and Lippel, Jens}, title = {Modellierung dynamischer Prozesse mit Deep Neural Networks am Beispiel einer Gas-Absorptionsw{\"a}rmepumpe}, series = {Deutsche Kaelte-und Klimatagung 2017 Bremen}, booktitle = {Deutsche Kaelte-und Klimatagung 2017 Bremen}, editor = {Deutscher K{\"a}lte- und Klimatechnischer Verein,}, publisher = {Curran Associates, Inc.}, address = {Red Hook}, pages = {1147 -- 1160}, year = {2017}, language = {de} } @inproceedings{LippelBihlmeierStuhlsatz2025, author = {Lippel, Jens and Bihlmeier, Richard and Stuhlsatz, Andr{\´e}}, title = {A Computer Vision Approach to Fertilizer Detection and Classification}, series = {Proceedings of the 20th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications}, booktitle = {Proceedings of the 20th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications}, publisher = {SCITEPRESS - Science and Technology Publications}, doi = {10.5220/0013189300003912}, url = {http://nbn-resolving.de/urn:nbn:de:hbz:due62-opus-54735}, pages = {563 -- 569}, year = {2025}, subject = {Maschinelles Lernen}, language = {en} } @inproceedings{StuhlsatzLippelZielke2010, author = {Stuhlsatz, Andr{\´e} and Lippel, Jens and Zielke, Thomas}, title = {Feature Extraction for Simple Classification}, series = {2010 20th International Conference on Pattern Recognition, August 23 - 26, 2010 , Istanbul, Turkey}, booktitle = {2010 20th International Conference on Pattern Recognition, August 23 - 26, 2010 , Istanbul, Turkey}, publisher = {IEEE}, isbn = {978-0-7695-4109-9}, issn = {1051-4651}, doi = {10.1109/ICPR.2010.377}, pages = {1525 -- 1528}, year = {2010}, language = {en} } @inproceedings{StuhlsatzLippelZielke2010, author = {Stuhlsatz, Andr{\´e} and Lippel, Jens and Zielke, Thomas}, title = {Discriminative feature extraction with Deep Neural Networks}, series = {The 2010 International Joint Conference on Neural Networks (IJCNN), 18.07.2010 - 23.07.2010, Barcelona, Spain}, booktitle = {The 2010 International Joint Conference on Neural Networks (IJCNN), 18.07.2010 - 23.07.2010, Barcelona, Spain}, publisher = {IEEE}, isbn = {978-1-4244-6916-1}, doi = {10.1109/IJCNN.2010.5596329}, pages = {1 -- 8}, year = {2010}, language = {en} } @inproceedings{GaidaWolfStuhlsatzetal.2011, author = {Gaida, Daniel and Wolf, Christian and Stuhlsatz, Andr{\´e} and Lippel, Jens and B{\"a}ck, T. and Bongards, Michael and McLoone, S.}, title = {State Estimation for Anaerobic Digesters using the ADM1}, series = {Proceedings of International IWA-Symposium on Anaerobic Digestion of Solid Waste and Energy Crops, Vienna, Austria, 2011}, booktitle = {Proceedings of International IWA-Symposium on Anaerobic Digestion of Solid Waste and Energy Crops, Vienna, Austria, 2011}, year = {2011}, language = {en} }