215 lines
8.9 KiB
BibTeX
215 lines
8.9 KiB
BibTeX
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References
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==========
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@inproceedings {koelle23primate,
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title = {Improving Primate Sounds Classification using Binary Presorting for Deep Learning},
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author = {Kölle, Michael and Illium, Steffen and Zorn, Maximilian and Nü{\ss}lein, Jonas and Suchostawski, Patrick and Linnhoff-Popien, Claudia},
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year = {2023},
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organization = {Int. Conference on Deep Learning Theory and Application - DeLTA 2023},
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publisher = {Springer CCIS Series},
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}
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@inproceedings{zorn23surprise,
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author = {Zorn, Maximilian and Illium, Steffen and Phan, Thomy and Kaiser, Tanja Katharina and Linnhoff-Popien, Claudia and Gabor, Thomas},
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title = {Social Neural Network Soups with Surprise Minimization},
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year = {2023},
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publisher = {MIT Press Direct},
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organization={Conference on Artificial Life - Alife 2023},
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}
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@inproceedings{feld2018trajectory,
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title={Trajectory annotation using sequences of spatial perception},
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author={Feld, Sebastian and Illium, Steffen and Sedlmeier, Andreas and Belzner, Lenz},
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booktitle={Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems},
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pages={329--338},
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year={2018}
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}
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@article{gabor2022self,
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title={Self-replication in neural networks},
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author={Gabor, Thomas and Illium, Steffen and Zorn, Maximilian and Lenta, Cristian and Mattausch, Andy and Belzner, Lenz and Linnhoff-Popien, Claudia},
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journal={Artificial Life},
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volume={28},
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number={2},
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pages={205--223},
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year={2022},
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publisher={MIT Press One Broadway, 12th Floor, Cambridge, Massachusetts 02142, USA~…}
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}
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@proceedings{gabor2019self,
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author = {Gabor, Thomas and Illium, Steffen and Mattausch, Andy and Belzner, Lenz and Linnhoff-Popien, Claudia},
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title = "{Self-Replication in Neural Networks}",
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volume = {ALIFE 2019: The 2019 Conference on Artificial Life},
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series = {Artificial Life Conference Proceedings},
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pages = {424-431},
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year = {2019},
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month = {07},
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doi = {10.1162/isal_a_00197},
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url = {https://doi.org/10.1162/isal\_a\_00197},
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eprint = {https://direct.mit.edu/isal/proceedings-pdf/isal2019/31/424/1903421/isal\_a\_00197.pdf},
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}
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@article{elsner2019deep,
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title={Deep neural baselines for computational paralinguistics},
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author={Elsner, Daniel and Langer, Stefan and Ritz, Fabian and Mueller, Robert and Illium, Steffen},
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journal={arXiv preprint arXiv:1907.02864},
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year={2019}
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}
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@inproceedings{muller2020soccer,
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title={Soccer Team Vectors},
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author={Müller, Robert and Langer, Stefan and Ritz, Fabian and Roch, Christoph and Illium, Steffen and Linnhoff-Popien, Claudia},
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booktitle={Machine Learning and Knowledge Discovery in Databases: International Workshops of ECML PKDD 2019, Würzburg, Germany, September 16--20, 2019, Proceedings, Part II},
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pages={247--257},
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year={2020},
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organization={Springer International Publishing}
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}
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@inproceedings{friedrich2020hybrid,
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title={A Hybrid Approach for Segmenting and Fitting Solid Primitives to 3D Point Clouds},
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author={Friedrich, Markus and Illium, Steffen and Fayolle, Pierre-Alain and Linnhoff-Popien, Claudia},
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booktitle={15th International Joint Conference on Computer Graphics Theory and Applications},
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year={2020}
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}
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@inproceedings{sedlmeier2020policy,
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title={Policy entropy for out-of-distribution classification},
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author={Sedlmeier, Andreas and Müller, Robert and Illium, Steffen and Linnhoff-Popien, Claudia},
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booktitle={Artificial Neural Networks and Machine Learning--ICANN 2020: 29th International Conference on Artificial Neural Networks, Bratislava, Slovakia, September 15--18, 2020, Proceedings, Part II 29},
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pages={420--431},
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year={2020},
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organization={Springer International Publishing}
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}
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@article{muller2020acoustic,
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title={Acoustic anomaly detection for machine sounds based on image transfer learning},
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author={Müller, Robert and Ritz, Fabian and Illium, Steffen and Linnhoff-Popien, Claudia},
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journal={arXiv preprint arXiv:2006.03429},
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year={2020}
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}
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@article{illium2020meantime,
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title={What to do in the meantime: A service coverage analysis for parked autonomous vehicles},
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author={Illium, Steffen and Friese, Philipp Andreas and Müller, Robert and Feld, Sebastian},
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journal={AGILE: GIScience Series},
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volume={1},
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pages={7},
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year={2020},
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publisher={Copernicus Publications Göttingen, Germany}
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}
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@article{illium2020surgical,
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title={Surgical mask detection with convolutional neural networks and data augmentations on spectrograms},
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author={Illium, Steffen and Müller, Robert and Sedlmeier, Andreas and Linnhoff-Popien, Claudia},
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journal={arXiv preprint arXiv:2008.04590},
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year={2020}
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}
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@article{muller2020analysis,
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title={Analysis of feature representations for anomalous sound detection},
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author={Müller, Robert and Illium, Steffen and Ritz, Fabian and Schmid, Kyrill},
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journal={arXiv preprint arXiv:2012.06282},
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year={2020}
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}
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@article{muller2021acoustic,
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title={Acoustic leak detection in water networks},
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author={Müller, Robert and Illium, Steffen and Ritz, Fabian and Schröder, Tobias and Platschek, Christian and Ochs, Jörg and Linnhoff-Popien, Claudia},
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journal={arXiv preprint arXiv:2012.06280},
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year={2020}
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}
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@inproceedings{gabor2021goals,
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title={Goals for self-replicating neural networks},
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author={Gabor, Thomas and Illium, Steffen and Zorn, Maximilian and Linnhoff-Popien, Claudia},
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booktitle={Artificial Life Conference Proceedings 33},
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volume={2021},
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number={1},
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pages={101},
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year={2021},
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organization={MIT Press One Rogers Street, Cambridge, MA 02142-1209, USA journals-info~…}
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}
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@article{illium2021visual,
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title={Visual Transformers for Primates Classification and Covid Detection},
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author={Illium, Steffen and Müller, Robert and Sedlmeier, Andreas and Popien, Claudia-Linnhoff},
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journal={Proc. Interspeech 2021},
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pages={451--455},
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year={2021}
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}
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@article{muller2021deep,
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title={A Deep and Recurrent Architecture for Primate Vocalization Classification},
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author={Müller, Robert and Illium, Steffen and Linnhoff-Popien, Claudia},
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journal={Proc. Interspeech 2021},
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pages={461--465},
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year={2021}
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}
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@inproceedings{muller2021deep,
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title={Deep recurrent interpolation networks for anomalous sound detection},
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author={Müller, Robert and Illium, Steffen and Linnhoff-Popien, Claudia},
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booktitle={2021 International Joint Conference on Neural Networks (IJCNN)},
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pages={1--7},
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year={2021},
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organization={IEEE}
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}
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@inproceedings{friedrich2022csg,
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title={CSG Tree Extraction from 3D Point Clouds and Meshes Using a Hybrid Approach},
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author={Friedrich, Markus and Illium, Steffen and Fayolle, Pierre-Alain and Linnhoff-Popien, Claudia},
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booktitle={Computer Vision, Imaging and Computer Graphics Theory and Applications: 15th International Joint Conference, VISIGRAPP 2020 Valletta, Malta, February 27--29, 2020, Revised Selected Papers},
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pages={53--79},
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year={2022},
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organization={Springer International Publishing Cham}
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}
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@inproceedings{illium2022empirical,
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title={Empirical Analysis of Limits for Memory Distance in Recurrent Neural Networks},
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author={Illium, Steffen and Schillman, Thore and Müller, Robert and Gabor, Thomas and Linnhoff-Popien, Claudia},
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booktitle={14th International Conference on Agents and Artificial Intelligence: ICAART},
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volume={3},
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number={Proceedings},
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pages={308--315},
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year={2022}
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}
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@inproceedings{muller2022towards,
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title={Towards Anomaly Detection in Reinforcement Learning},
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author={Müller, Robert and Illium, Steffen and Phan, Thomy and Haider, Tom and Linnhoff-Popien, Claudia},
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booktitle={Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems},
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pages={1799--1803},
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year={2022}
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}
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@inproceedings{nusslein2022case,
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title={Case-Based Inverse Reinforcement Learning Using Temporal Coherence},
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author={Nüßlein, Jonas and Illium, Steffen and Müller, Robert and Gabor, Thomas and Linnhoff-Popien, Claudia},
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booktitle={Case-Based Reasoning Research and Development: 30th International Conference, ICCBR 2022, Nancy, France, September 12--15, 2022, Proceedings},
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pages={304--317},
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year={2022},
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organization={Springer International Publishing Cham}
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}
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@article{illium2022constructing,
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title={Constructing Organism Networks from Collaborative Self-Replicators},
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author={Illium, Steffen and Zorn, Maximilian and Kölle, Michael and Linnhoff-Popien, Claudia and Gabor, Thomas},
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journal={arXiv preprint arXiv:2212.10078},
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year={2022}
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}
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@article{illium2022voronoipatches,
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title={VoronoiPatches: Evaluating A New Data Augmentation Method},
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author={Illium, Steffen and Griffin, Gretchen and Kölle, Michael and Zorn, Maximilian and Nü{\ss}lein, Jonas and Linnhoff-Popien, Claudia},
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journal={arXiv preprint arXiv:2212.10054},
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year={2022}
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}
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@article{kolle2023compression,
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title={Compression of GPS Trajectories using Autoencoders},
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author={Kölle, Michael and Illium, Steffen and Hahn, Carsten and Schauer, Lorenz and Hutter, Johannes and Linnhoff-Popien, Claudia},
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journal={arXiv preprint arXiv:2301.07420},
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year={2023}
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} |