@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{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{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{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{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} } @incollection{BeckerLippelStuhlsatz2017, author = {Becker, Martin and Lippel, Jens and Stuhlsatz, Andr{\´e}}, title = {Regularized Nonlinear Discriminant Analysis - An Approach to Robust Dimensionality Reduction for Data Visualization}, series = {Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, 27.02.2017 - 01.03.2017, Porto, Portugal}, booktitle = {Proceedings of the 12th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, 27.02.2017 - 01.03.2017, Porto, Portugal}, publisher = {SCITEPRESS - Science and Technology Publications}, isbn = {978-989-758-228-8}, doi = {10.5220/0006167501160127}, pages = {116 -- 127}, year = {2017}, 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} } @inproceedings{BeckerLogesKippeltetal.2015, author = {Becker, Andreas and Loges, Hauke and Kippelt, Stefan and Gitis, Alexander and Merei, Ghada and Echternacht, David and M{\"u}ller, Marcus and Zeh, Alexander and Kleimaier, Martin and Leuthold, Matthias and Hesse, Holger C. and Beck, Hans-Peter and Engel, Bernd and Jossen, Andreas and Moser, Albert and Rehtanz, Christian and Sauer, Dirk-Uwe and Witzmann, Rolf}, title = {Electricity Storage Systems in Medium- and Low-Voltage Networks}, series = {Proceedings of International ETG Congress 2015: Die Energiewende - blueprints for the new energy age : date: 17-18 Nov. 2015}, booktitle = {Proceedings of International ETG Congress 2015: Die Energiewende - blueprints for the new energy age : date: 17-18 Nov. 2015}, publisher = {IEEE}, address = {Piscataway, NJ}, isbn = {9783800741212}, pages = {151 -- 158}, year = {2015}, 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} }