@book{WeberReinheimer, author = {Weber, Kristin and Reinheimer, Stefan}, title = {Faktor Mensch}, isbn = {978-3-658-34523-5}, language = {en} } @inproceedings{MuellerRosenthalWeber, author = {M{\"u}ller, Nicholas and Rosenthal, Paul and Weber, Kristin}, title = {Introduction to the Minitrack on Security and Privacy Aspects of Human-Computer-Interactions}, series = {Proceedings of the 55th Hawaii International Conference on System Sciences}, booktitle = {Proceedings of the 55th Hawaii International Conference on System Sciences}, language = {en} } @inproceedings{BullmannFetzerEbneretal., author = {Bullmann, Markus and Fetzer, Toni and Ebner, Markus and Kastner, Steffen and Deinzer, Frank and Grzegorzek, Marcin}, title = {Data Driven Sensor Model for Wi-Fi Fine Timing Measurement}, series = {International Conference on Indoor Positioning and Indoor Navigation (IPIN 2022)}, booktitle = {International Conference on Indoor Positioning and Indoor Navigation (IPIN 2022)}, language = {en} } @inproceedings{EbnerFetzerBullmannetal., author = {Ebner, Markus and Fetzer, Toni and Bullmann, Markus and Kastner, Steffen and Deinzer, Frank and Grzegorzek, Marcin}, title = {PIPF: Proposal-Interpolating Particle Filter}, series = {International Conference on Indoor Positioning and Indoor Navigation (IPIN 2022)}, booktitle = {International Conference on Indoor Positioning and Indoor Navigation (IPIN 2022)}, language = {en} } @article{KastnerEbnerBullmannetal., author = {Kastner, Steffen and Ebner, Markus and Bullmann, Markus and Fetzer, Toni and Deinzer, Frank and Grzegorzek, Marcin}, title = {Magnetic Signature Sensor Model for Accurate Short-Distance Localization}, series = {2022 IEEE Sensors}, journal = {2022 IEEE Sensors}, doi = {10.1109/SENSORS52175.2022.9967176}, pages = {1 -- 4}, language = {en} } @article{FetzerMaierEbneretal., author = {Fetzer, Toni and Maier, Julian and Ebner, Markus and Bullmann, Markus and Deinzer, Frank}, title = {Digitales Spaghetti-Diagramm zur Laufweganalyse}, series = {wt Werkstattstechnik online}, volume = {112}, journal = {wt Werkstattstechnik online}, number = {10/2022}, pages = {727 -- 731}, language = {de} } @book{AdeelNisar, author = {Adeel Nisar, Muhammad}, title = {Sensor-Based Human Activity Recognition for Assistive Health Technologies}, volume = {3}, editor = {Deinzer, Frank and Grzegorzek, Marcin}, isbn = {978-3-8325-5571-9}, language = {en} } @inproceedings{BullmannFetzerEbneretal., author = {Bullmann, Markus and Fetzer, Toni and Ebner, Frank and Deinzer, Frank and Grzegorzek, Marcin}, title = {Fast Kernel Density Estimation Using Gaussian Filter Approximation}, series = {21st International Conference on Information Fusion, FUSION 2018, Cambridge, UK, July 10-13, 2018}, booktitle = {21st International Conference on Information Fusion, FUSION 2018, Cambridge, UK, July 10-13, 2018}, doi = {10.23919/ICIF.2018.8455686}, pages = {1233 -- 1240}, language = {en} } @article{BullmannFetzerEbneretal., author = {Bullmann, Markus and Fetzer, Toni and Ebner, Frank and Ebner, Markus and Deinzer, Frank and Grzegorzek, Marcin}, title = {Comparison of 2.4 GHz WiFi FTM- and RSSI-Based Indoor Positioning Methods in Realistic Scenarios}, series = {Sensors}, volume = {20}, journal = {Sensors}, number = {16}, issn = {1424-8220}, doi = {10.3390/s20164515}, language = {en} } @inproceedings{EbnerDeinzerKopingetal., author = {Ebner, Frank and Deinzer, Frank and Koping, Lukas and Grzegorzek, Marcin}, title = {Robust self-localization using Wi-Fi, step/turn-detection and recursive density estimation}, series = {International Conference on Indoor Positioning and Indoor Navigation (IPIN 2014)}, booktitle = {International Conference on Indoor Positioning and Indoor Navigation (IPIN 2014)}, doi = {10.1109/IPIN.2014.7275537}, pages = {627 -- 635}, language = {en} } @article{FetzerEbnerBullmannetal., author = {Fetzer, Toni and Ebner, Frank and Bullmann, Markus and Deinzer, Frank and Grzegorzek, Marcin}, title = {Smartphone-Based Indoor Localization within a 13th Century Historic Building}, series = {Sensors}, volume = {18}, journal = {Sensors}, number = {12}, issn = {1424-8220}, doi = {10.3390/s18124095}, language = {en} } @inproceedings{FertigSchuetzWeber, author = {Fertig, Tobias and Sch{\"u}tz, Andreas and Weber, Kristin}, title = {Developing a Maturity Model for Information Security Awareness Using a Polytomous Extension of the Rasch Model}, series = {56th Hawaii International Conference on System Sciences (HICSS-56)}, booktitle = {56th Hawaii International Conference on System Sciences (HICSS-56)}, language = {en} } @article{FetzerEbnerDeinzeretal., author = {Fetzer, Toni and Ebner, Frank and Deinzer, Frank and Grzegorzek, Marcin}, title = {Using Barometer for Floor Assignation within Statistical Indoor Localization}, series = {Sensors}, volume = {23}, journal = {Sensors}, number = {1}, issn = {1424-8220}, doi = {10.3390/s23010080}, language = {en} } @inproceedings{HeusingerSchleif, author = {Heusinger, Moritz and Schleif, Frank-Michael}, title = {Classification in Non-stationary Environments Using Coresets over Sliding Windows}, series = {Advances in Computational Intelligence - 16th International Work-Conference on Artificial Neural Networks, IWANN 2021, Virtual Event, June 16-18, 2021, Proceedings, Part I}, booktitle = {Advances in Computational Intelligence - 16th International Work-Conference on Artificial Neural Networks, IWANN 2021, Virtual Event, June 16-18, 2021, Proceedings, Part I}, editor = {Rojas, Ignacio and Joya, Gonzalo and Catal{\`a}, Andreu}, doi = {10.1007/978-3-030-85030-2_11}, pages = {126 -- 137}, language = {en} } @inproceedings{HeusingerSchleif, author = {Heusinger, Moritz and Schleif, Frank-Michael}, title = {A Streaming Approach to the Core Vector Machine}, series = {Artificial Intelligence and Soft Computing - 21st International Conference, ICAISC 2022, Zakopane, Poland, June 19-23, 2022, Proceedings, Part II}, booktitle = {Artificial Intelligence and Soft Computing - 21st International Conference, ICAISC 2022, Zakopane, Poland, June 19-23, 2022, Proceedings, Part II}, editor = {Rutkowski, Leszek and Scherer, Rafal and Korytkowski, Marcin and Pedrycz, Witold and Tadeusiewicz, Ryszard and Zurada, Jacek M.}, doi = {10.1007/978-3-031-23480-4_8}, pages = {91 -- 101}, language = {en} } @inproceedings{MuenchRaabHeiligetal., author = {M{\"u}nch, Maximilian and Raab, Christoph and Heilig, Simon and R{\"o}der, Manuel and Schleif, Frank-Michael}, title = {Adaptive multi-modal positive semi-definite and indefinite kernel fusion for binary classification}, series = {30th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2022, Bruges, Belgium, October 5-7, 2022}, booktitle = {30th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2022, Bruges, Belgium, October 5-7, 2022}, doi = {10.14428/esann/2022.ES2022-70}, language = {en} } @inproceedings{MuenchHeiligSchleif, author = {M{\"u}nch, Maximilian and Heilig, Simon and Schleif, Frank-Michael}, title = {Multi-perspective embedding for non-metric time series classification}, series = {29th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2021, Online event (Bruges, Belgium), October 6-8, 2021}, booktitle = {29th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2021, Online event (Bruges, Belgium), October 6-8, 2021}, doi = {10.14428/esann/2021.ES2021-114}, language = {en} } @inproceedings{HeusingerRaabRossietal., author = {Heusinger, Moritz and Raab, Christoph and Rossi, Fabrice and Schleif, Frank-Michael}, title = {Federated Learning - Methods, Applications and beyond}, series = {29th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2021, Online event (Bruges, Belgium), October 6-8, 2021}, booktitle = {29th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2021, Online event (Bruges, Belgium), October 6-8, 2021}, doi = {10.14428/esann/2021.ES2021-4}, language = {en} } @inproceedings{RaabSaralajewSchleif, author = {Raab, Christoph and Saralajew, Sascha and Schleif, Frank-Michael}, title = {Domain Adversarial Tangent Learning Towards Interpretable Domain Adaptation}, series = {29th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2021, Online event (Bruges, Belgium), October 6-8, 2021}, booktitle = {29th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, ESANN 2021, Online event (Bruges, Belgium), October 6-8, 2021}, doi = {10.14428/esann/2021.ES2021-103}, language = {en} } @inproceedings{HeiligMuenchSchleif, author = {Heilig, Simon and M{\"u}nch, Maximilian and Schleif, Frank-Michael}, title = {Memory Efficient Kernel Approximation for Non-Stationary and Indefinite Kernels}, series = {International Joint Conference on Neural Networks, IJCNN 2022, Padua, Italy, July 18-23, 2022}, booktitle = {International Joint Conference on Neural Networks, IJCNN 2022, Padua, Italy, July 18-23, 2022}, doi = {10.1109/IJCNN55064.2022.9892153}, pages = {1 -- 8}, language = {en} } @inproceedings{SchleifKabanTino, author = {Schleif, Frank-Michael and Kab{\´a}n, Ata and Ti{\~n}o, Peter}, title = {Finding Small Sets of Random Fourier Features for Shift-Invariant Kernel Approximation}, series = {Artificial Neural Networks in Pattern Recognition - 7th IAPR TC3 Workshop, ANNPR 2016, Ulm, Germany, September 28-30, 2016, Proceedings}, booktitle = {Artificial Neural Networks in Pattern Recognition - 7th IAPR TC3 Workshop, ANNPR 2016, Ulm, Germany, September 28-30, 2016, Proceedings}, editor = {Schwenker, Friedhelm and Abbas, Hazem M. and El Gayar, Neamat and Trentin, Edmondo}, doi = {10.1007/978-3-319-46182-3_4}, pages = {42 -- 54}, language = {en} }