@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{GitisSauerMoseretal.2014, author = {Gitis, Alexander and Sauer, Dirk-Uwe and Moser, Albert and Echternacht, David and Kleimaier, Martin and Becker, Andreas and Aundrup, Thomas and Berthold, Andreas and Pokojski, Martin and Leuthold, Matthias and Rotering, Niklas}, title = {Dezentrale Energiespeicher: Einsatzm{\"o}glichkeiten, Bedarf und Wirtschaftlichkeit}, series = {VDE-Kongress 2014 - Smart Cities - Intelligente L{\"o}sungen f{\"u}r das Leben in der Zukunft 20.10.2014 - 21.10.2014 in Frankfurt am Main}, booktitle = {VDE-Kongress 2014 - Smart Cities - Intelligente L{\"o}sungen f{\"u}r das Leben in der Zukunft 20.10.2014 - 21.10.2014 in Frankfurt am Main}, publisher = {VDE}, address = {Frankfurt am Main}, pages = {1 -- 6}, year = {2014}, language = {de} } @inproceedings{KippeltRehtanzGitisetal.2015, author = {Kippelt, Stefan and Rehtanz, Christian and Gitis, Alexander Mihailovic and Leuthold, Matthias and Sauer, Dirk Uwe and Echternacht, David and Rotering, Niklas and Moser, Albert and Kleimaier, Martin and Loges, Hauke and Becker, Andreas and Aundrup, Thomas and Berthold, Andreas and Pokojski, Martin}, title = {Dezentrale Energiespeicher: Studie zu Stromspeichern in der Nieder- und Mittelspannungsebene}, series = {Von Smart Grids zu Smart Markets 2015 - Beitr{\"a}ge der ETG-Fachtagung 25.03.2015 - 26.03.2015 in Kassel, Deutschland}, booktitle = {Von Smart Grids zu Smart Markets 2015 - Beitr{\"a}ge der ETG-Fachtagung 25.03.2015 - 26.03.2015 in Kassel, Deutschland}, publisher = {ETG}, address = {Kassel}, year = {2015}, language = {de} } @inproceedings{BeckerHerder2012, author = {Becker, Thomas and Herder, Jens}, title = {Cost effective tangibles using fiducials for infrared multi-touch frames}, series = {15th International Conference on Human and Computer}, booktitle = {15th International Conference on Human and Computer}, address = {Hamamatsu/Aizu-Wakamatsu/Duesseldorf}, url = {http://nbn-resolving.de/urn:nbn:de:hbz:due62-opus-16011}, pages = {7}, year = {2012}, abstract = {The late immersion of multi-touch sensitive displays enables the use of tangibles on multi-touch screens. There a several wide spread and/or sophisticated solutions to fulfill this need but they seem to have some flaws. One popular system at the time of writing is an overlay frame that can be placed on a normal display with the corresponding size. The frame creates a grid with infrared light emitting diodes. The disruption of this grid can be detected and messages with the positions are sent via usb to a connected computer. This system is quite robust in matters of ambient light insensitivity and also fast to calibrate. Unfortunately it is not created with the recognition of tangibles in mind and printed patterns can not be resolved. This article summarizes an attempt to create fiducials that are recognized by an infrared multi-touch frame as fingers. Those false fingers are checked by a software for known patterns. Once a known pattern (= fiducial) has been recognized its position and orientation are send with the finger positions towards the interactive software. The usability is tested with an example application where tangibles and finger touches are used in combination.}, language = {en} } @article{BeckerLippelStuhlsatzetal.2020, author = {Becker, Martin and Lippel, Jens and Stuhlsatz, Andr{\´e} and Zielke, Thomas}, title = {Robust dimensionality reduction for data visualization with deep neural networks}, series = {Graphical Models}, volume = {108}, journal = {Graphical Models}, publisher = {Elsevier}, issn = {1524-0703}, doi = {10.1016/j.gmod.2020.101060}, url = {http://nbn-resolving.de/urn:nbn:de:hbz:due62-opus-26904}, pages = {101060}, year = {2020}, language = {en} }