Publikationen

@inproceedings{Chan.2021,

title = {Entropy Maximization and Meta Classification for Out-Of-Distribution Detection in Semantic Segmentation},

author = {Robin Chan and Matthias Rottmann and Hanno Gottschalk},

year  = {2021},

date = {2021-01-01},

booktitle = {The IEEE/CVF International Conference on Computer Vision (ICCV)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Bruggemann.2021,

title = {Ansätze zur Verbesserung KI-basierter Systeme für das autonome Fahren},

author = {Dominik Brüggemann and Stefan Bracke and Hanno Gottschalk and Matthias Rottmann and Kira Maag and Robin Chan and Marius Schubert},

editor = {Bert Leyendecker},

isbn = {978-3-662-63243-7},

year  = {2021},

date = {2021-01-01},

booktitle = {Qualitätsmanagement in den 20er Jahren - Trends und Perspektiven},

pages = {100--119},

publisher = {Springer Berlin Heidelberg},

address = {Berlin, Heidelberg},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{DominikBruggemann.2020,

title = {Detecting out of distribution objects in semantic segmentation of street scenes},

author = {Dominik Brüggemann and Stefan Bracke and Robin Chan and Matthias Rottmann and Hanno Gottschalk},

year  = {2020},

date = {2020-01-01},

booktitle = {The 30th European Safety and Reliability Conference (ESREL)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Oberdiek.2020,

title = {Detection and Retrieval of Out-of-Distribution Objects in Semantic Segmentation},

author = {Philipp Oberdiek and Matthias Rottmann and Gernot A. Fink},

year  = {2020},

date = {2020-01-01},

booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Oberdiek.2020b,

title = {Detection and retrieval of out-of-distribution objects in semantic segmentation},

author = {Philipp Oberdiek and Matthias Rottmann and Gernot A. Fink},

doi = {10.1109/CVPRW50498.2020.00172},

isbn = {9781728193601},

year  = {2020},

date = {2020-01-01},

booktitle = {IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops},

volume = {2020-June},

pages = {1331--1340},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Ostendorff.2020,

title = {Pairwise Multi-Class Document Classification for Semantic Relations Between Wikipedia Articles},

author = {Malte Ostendorff and Terry Ruas and Moritz Schubotz and Bela Gipp},

year  = {2020},

date = {2020-01-01},

booktitle = {Proceedings of the Annual International ACM/IEEE Joint Conference on Digital Libraries (JCDL)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Otte.2020,

title = {The future of urban freight transport: A data-driven consolidation approach to accompany cities on their path to zero redundancy in freight movement},

author = {Thomas Otte and Aymen Gannouni and Tobias Meisen},

doi = {10.18154/RWTH-2020-06989},

year  = {2020},

date = {2020-01-01},

booktitle = {27th ITS World Congress via 1st Virtual ITS European Congress},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Pomp.2020b,

title = {Semantic Concept Recommendation for Continuously Evolving Knowledge Graphs},

author = {André Pomp and Vadim Kraus and Lucian Poth and Tobias Meisen},

editor = {Joaquim Filipe and Michał 'Smiałek and Alexander Brodsky and Slimane Hammoudi},

doi = {10.1007/978-3-030-40783-4textunderscore 17},

isbn = {978-3-030-40783-4},

year  = {2020},

date = {2020-01-01},

booktitle = {Enterprise Information Systems},

pages = {361--385},

publisher = {Springer International Publishing AG},

address = {Cham},

series = {Lecture Notes in Business Information Processing Ser},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Bellgardt.2020,

title = {An Immersive Node-Link Visualization of Artificial Neural Networks for Machine Learning Experts},

author = {Martin Bellgardt and Christian Scheiderer and Torsten W. Kuhlen},

doi = {10.1109/AIVR50618.2020.00015},

isbn = {978-1-7281-7463-1},

year  = {2020},

date = {2020-01-01},

booktitle = {2020 IEEE International Conference on Artificial Intelligence and Virtual Reality (AIVR)},

pages = {33--36},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Ihle.2020,

title = {A First Step Towards Content Protecting Plagiarism Detection},

author = {Cornelius Ihle and Moritz Schubotz and Norman Meuschke and Bela Gipp},

year  = {2020},

date = {2020-01-01},

booktitle = {Proceedings of the ACM/IEEE Joint Conference on Digital Libraries (JCDL)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Maag.2020b,

title = {Time-Dynamic Estimates of the Reliability of Deep Semantic Segmentation Networks},

author = {Kira Maag and Matthias Rottmann and Hanno Gottschalk},

doi = {10.1109/ICTAI50040.2020.00084},

isbn = {9781728192284},

year  = {2020},

date = {2020-01-01},

booktitle = {Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI},

volume = {2020-Novem},

pages = {502--509},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Steiniger.2020,

title = {Dealing With Highly Unbalanced Sidescan Sonar Image Datasets for Deep Learning Classification Tasks},

author = {Yannik Steiniger and Jannis Stoppe and Tobias Meisen and Dieter Kraus},

doi = {10.1109/IEEECONF38699.2020.9389373},

isbn = {978-1-7281-5446-6},

year  = {2020},

date = {2020-01-01},

booktitle = {Global Oceans 2020: Singapore -- U.S. Gulf Coast},

pages = {1--7},

publisher = {IEEE},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Spinde.2020,

title = {Enabling News Consumers to View and Understand Biased News Coverage: A Study on the Perception and Visualization of Media Bias},

author = {Timo Spinde and Felix Hamborg and Angelica Becerra and Karsten Donnay and Bela Gipp},

year  = {2020},

date = {2020-01-01},

booktitle = {Proceedings of the ACM/IEEE Joint Conference on Digital Libraries (JCDL)},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Stiglmayr.2020,

title = {Layout problems with reachability constraint},

author = {Michael Stiglmayr},

editor = {J. S. Neufeld and U. Buscher and R. Lasch and D. Möst and J. Schönberger},

doi = {10.1007/978-3-030-48439-2},

year  = {2020},

date = {2020-01-01},

booktitle = {Operations Research Proceedings 2019},

publisher = {Springer},

address = {Cham},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{GreinerPetter.2020,

title = {Discovering Mathematical Objects of Interest - a Study of Mathematical Notations},

author = {André Greiner-Petter and Moritz Schubotz and Fabian Müller and Corinna Breitinger and Howard S. Cohl and Akiko Aizawa and Bela Gipp},

doi = {10.1145/3366423.3380218},

year  = {2020},

date = {2020-01-01},

booktitle = {Proceedings of the Web Conference 2020 (WWW'20), April 20Taipei, Taiwan},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Rottmann.2020b,

title = {Detection of False Positive and False Negative Samples in Semantic Segmentation},

author = {Matthias Rottmann and Kira Maag and Robin Chan and Fabian Huger and Peter Schlicht and Hanno Gottschalk},

doi = {10.23919/DATE48585.2020.9116288},

isbn = {9783981926347},

year  = {2020},

date = {2020-01-01},

booktitle = {Proceedings of the 2020 Design, Automation and Test in Europe Conference and Exhibition, DATE 2020},

pages = {1351--1356},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}

@inproceedings{Rottmann.2020c,

title = {Prediction Error Meta Classification in Semantic Segmentation: Detection via Aggregated Dispersion Measures of Softmax Probabilities},

author = {Matthias Rottmann and Pascal Colling and Thomas Paul Hack and Robin Chan and Fabian Huger and Peter Schlicht and Hanno Gottschalk},

doi = {10.1109/IJCNN48605.2020.9206659},

isbn = {9781728169262},

year  = {2020},

date = {2020-01-01},

booktitle = {Proceedings of the International Joint Conference on Neural Networks},

keywords = {},

pubstate = {published},

tppubtype = {inproceedings}

}