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corrected bib entry and file namings for koelle2023improving
2025-09-22 12:37:41 +02:00

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References
==========
@inbook{koelle2023improving,
title = {Improving Primate Sounds Classification Using Binary Presorting for Deep Learning},
isbn = {9783031390593},
issn = {1865-0937},
url = {http://dx.doi.org/10.1007/978-3-031-39059-3_2},
doi = {10.1007/978-3-031-39059-3_2},
booktitle = {Deep Learning Theory and Applications},
publisher = {Springer Nature Switzerland},
author = {K\"{o}lle, Michael and Illium, Steffen and Zorn, Maximilian and N\"{u}\ss{}lein, Jonas and Suchostawski, Patrick and Linnhoff-Popien, Claudia},
year = {2023},
pages = {19–34}
}
@inproceedings{zorn23surprise,
series = {ALIFE 2023},
title = {Social Neural Network Soups with Surprise Minimization},
url = {http://dx.doi.org/10.1162/isal_a_00671},
doi = {10.1162/isal_a_00671},
booktitle = {The 2023 Conference on Artificial Life},
publisher = {MIT Press},
author = {Zorn, Maximilian and Illium, Steffen and Phan, Thomy and Kaiser, Tanja Katharina and Linnhoff-Popien, Claudia and Gabor, Thomas},
year = {2023},
collection = {ALIFE 2023}
}
@inproceedings{feld2018trajectory,
title = {Trajectory annotation using sequences of spatial perception},
author = {Feld, Sebastian and Illium, Steffen and Sedlmeier, Andreas and Belzner, Lenz},
booktitle = {Proceedings of the 26th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems},
pages = {329--338},
year = {2018},
doi = {10.1145/3274895.3274968},
url = {https://doi.org/10.1145/3274895.3274968}
}
@article{gabor2022self,
title = {Self-Replication in Neural Networks},
volume = {28},
issn = {1530-9185},
url = {http://dx.doi.org/10.1162/artl_a_00359},
doi = {10.1162/artl_a_00359},
number = {2},
journal = {Artificial Life},
publisher = {MIT Press - Journals},
author = {Gabor, Thomas and Illium, Steffen and Zorn, Maximilian and Lenta, Cristian and Mattausch, Andy and Belzner, Lenz and Linnhoff-Popien, Claudia},
year = {2022},
pages = {205–223}
}
@inproceedings{gabor2019self,
series = {ALIFE 2019},
title = {Self-Replication in Neural Networks},
url = {http://dx.doi.org/10.1162/isal_a_00197},
doi = {10.1162/isal_a_00197},
booktitle = {The 2019 Conference on Artificial Life},
publisher = {MIT Press},
author = {Gabor, Thomas and Illium, Steffen and Mattausch, Andy and Belzner, Lenz and Linnhoff-Popien, Claudia},
year = {2019},
pages = {424–431},
collection = {ALIFE 2019}
}
@inproceedings{elsner2019deep,
series = {interspeech\_2019},
title = {Deep Neural Baselines for Computational Paralinguistics},
url = {http://dx.doi.org/10.21437/interspeech.2019-2478},
doi = {10.21437/interspeech.2019-2478},
booktitle = {Interspeech 2019},
publisher = {ISCA},
author = {Elsner, Daniel and Langer, Stefan and Ritz, Fabian and Mueller, Robert and Illium, Steffen},
year = {2019},
month = sep,
pages = {2388–2392},
collection = {interspeech\_2019}
}
@inbook{muller2020soccer,
title = {Soccer Team Vectors},
isbn = {9783030438876},
issn = {1865-0937},
url = {http://dx.doi.org/10.1007/978-3-030-43887-6_19},
doi = {10.1007/978-3-030-43887-6_19},
booktitle = {Machine Learning and Knowledge Discovery in Databases},
publisher = {Springer International Publishing},
author = {M\"{u}ller, Robert and Langer, Stefan and Ritz, Fabian and Roch, Christoph and Illium, Steffen and Linnhoff-Popien, Claudia},
year = {2020},
pages = {247–257}
}
@inproceedings{friedrich2020hybrid,
title = {A Hybrid Approach for Segmenting and Fitting Solid Primitives to 3D Point Clouds},
url = {http://dx.doi.org/10.5220/0008870600380048},
doi = {10.5220/0008870600380048},
booktitle = {Proceedings of the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications},
publisher = {SCITEPRESS - Science and Technology Publications},
author = {Friedrich, Markus and Illium, Steffen and Fayolle, Pierre-Alain and Linnhoff-Popien, Claudia},
year = {2020},
pages = {38–48}
}
@inbook{sedlmeier2020policy,
title = {Policy Entropy for Out-of-Distribution Classification},
isbn = {9783030616168},
issn = {1611-3349},
url = {http://dx.doi.org/10.1007/978-3-030-61616-8_34},
doi = {10.1007/978-3-030-61616-8_34},
booktitle = {Artificial Neural Networks and Machine Learning – ICANN 2020},
publisher = {Springer International Publishing},
author = {Sedlmeier, Andreas and M\"{u}ller, Robert and Illium, Steffen and Linnhoff-Popien, Claudia},
year = {2020},
pages = {420–431}
}
@inproceedings{muller2020acoustic,
title = {Acoustic Anomaly Detection for Machine Sounds based on Image Transfer Learning},
url = {http://dx.doi.org/10.5220/0010185800490056},
doi = {10.5220/0010185800490056},
booktitle = {Proceedings of the 13th International Conference on Agents and Artificial Intelligence},
publisher = {SCITEPRESS - Science and Technology Publications},
author = {M\"{u}ller, Robert and Ritz, Fabian and Illium, Steffen and Linnhoff-Popien, Claudia},
year = {2021},
pages = {49–56}
}
@article{illium2020meantime,
title = {What to do in the Meantime: A Service Coverage Analysis for Parked Autonomous Vehicles},
volume = {1},
issn = {2700-8150},
url = {http://dx.doi.org/10.5194/agile-giss-1-7-2020},
doi = {10.5194/agile-giss-1-7-2020},
journal = {AGILE: GIScience Series},
publisher = {Copernicus GmbH},
author = {Illium, Steffen and Friese, Philipp Andreas and M\"{u}ller, Robert and Feld, Sebastian},
year = {2020},
month = jul,
pages = {1–15}
}
@inproceedings{illium2020surgical,
series = {interspeech\_2020},
title = {Surgical Mask Detection with Convolutional Neural Networks and Data Augmentations on Spectrograms},
url = {http://dx.doi.org/10.21437/interspeech.2020-1692},
doi = {10.21437/interspeech.2020-1692},
booktitle = {Interspeech 2020},
publisher = {ISCA},
author = {Illium, Steffen and M\"{u}ller, Robert and Sedlmeier, Andreas and Linnhoff-Popien, Claudia},
year = {2020},
month = oct,
pages = {2052–2056},
collection = {interspeech\_2020}
}
@inproceedings{muller2020analysis,
title = {Analysis of Feature Representations for Anomalous Sound Detection},
url = {http://dx.doi.org/10.5220/0010226800970106},
doi = {10.5220/0010226800970106},
booktitle = {Proceedings of the 13th International Conference on Agents and Artificial Intelligence},
publisher = {SCITEPRESS - Science and Technology Publications},
author = {M\"{u}ller, Robert and Illium, Steffen and Ritz, Fabian and Schmid, Kyrill},
year = {2021},
pages = {97–106}
}
@inproceedings{muller2021acoustic,
title = {Acoustic Leak Detection in Water Networks},
url = {http://dx.doi.org/10.5220/0010295403060313},
doi = {10.5220/0010295403060313},
booktitle = {Proceedings of the 13th International Conference on Agents and Artificial Intelligence},
publisher = {SCITEPRESS - Science and Technology Publications},
author = {M\"{u}ller, Robert and Illium, Steffen and Ritz, Fabian and Schr\"{o}der, Tobias and Platschek, Christian and Ochs, J\"{o}rg and Linnhoff-Popien, Claudia},
year = {2021},
pages = {306–313}
}
@inproceedings{gabor2021goals,
series = {ALIFE 2021},
title = {Goals for Self-Replicating Neural Networks},
url = {http://dx.doi.org/10.1162/isal_a_00439},
doi = {10.1162/isal_a_00439},
booktitle = {The 2021 Conference on Artificial Life},
publisher = {MIT Press},
author = {Gabor, Thomas and Illium, Steffen and Zorn, Maximilian and Linnhoff-Popien, Claudia},
year = {2021},
collection = {ALIFE 2021}
}
@inproceedings{illium2021visual,
series = {interspeech\_2021},
title = {Visual Transformers for Primates Classification and Covid Detection},
url = {http://dx.doi.org/10.21437/interspeech.2021-273},
doi = {10.21437/interspeech.2021-273},
booktitle = {Interspeech 2021},
publisher = {ISCA},
author = {Illium, Steffen and M\"{u}ller, Robert and Sedlmeier, Andreas and Popien, Claudia-Linnhoff},
year = {2021},
month = aug,
pages = {451–455},
collection = {interspeech\_2021}
}
@inproceedings{muller2021primate,
series = {interspeech\_2021},
title = {A Deep and Recurrent Architecture for Primate Vocalization Classification},
url = {http://dx.doi.org/10.21437/interspeech.2021-1274},
doi = {10.21437/interspeech.2021-1274},
booktitle = {Interspeech 2021},
publisher = {ISCA},
author = {M\"{u}ller, Robert and Illium, Steffen and Linnhoff-Popien, Claudia},
year = {2021},
month = aug,
pages = {461–465},
collection = {interspeech\_2021}
}
@inproceedings{muller2021deep,
title = {Deep Recurrent Interpolation Networks for Anomalous Sound Detection},
url = {http://dx.doi.org/10.1109/ijcnn52387.2021.9533560},
doi = {10.1109/ijcnn52387.2021.9533560},
booktitle = {2021 International Joint Conference on Neural Networks (IJCNN)},
publisher = {IEEE},
author = {Muller, Robert and Illium, Steffen and Linnhoff-Popien, Claudia},
year = {2021},
month = jul,
pages = {1–7}
}
@inbook{friedrich2022csg,
title = {CSG Tree Extraction from 3D Point Clouds and Meshes Using a Hybrid Approach},
isbn = {9783030948931},
issn = {1865-0937},
url = {http://dx.doi.org/10.1007/978-3-030-94893-1_3},
doi = {10.1007/978-3-030-94893-1_3},
booktitle = {Computer Vision, Imaging and Computer Graphics Theory and Applications},
publisher = {Springer International Publishing},
author = {Friedrich, Markus and Illium, Steffen and Fayolle, Pierre-Alain and Linnhoff-Popien, Claudia},
year = {2022},
pages = {53–79}
}
@inproceedings{illium2022empirical,
title = {Empirical Analysis of Limits for Memory Distance in Recurrent Neural Networks},
url = {http://dx.doi.org/10.5220/0010818500003116},
doi = {10.5220/0010818500003116},
booktitle = {Proceedings of the 14th International Conference on Agents and Artificial Intelligence},
publisher = {SCITEPRESS - Science and Technology Publications},
author = {Illium, Steffen and Schillman, Thore and M\"{u}ller, Robert and Gabor, Thomas and Linnhoff-Popien, Claudia},
year = {2022},
pages = {308–315}
}
}
@inproceedings{muller2022towards,
title = {Towards Anomaly Detection in Reinforcement Learning},
author = {M\"{u}ller, Robert and Illium, Steffen and Phan, Thomy and Haider, Tom and Linnhoff-Popien, Claudia},
booktitle = {Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems},
pages = {1799--1803},
year = {2022}
}
@inbook{nusslein2022case,
title = {Case-Based Inverse Reinforcement Learning Using Temporal Coherence},
isbn = {9783031149238},
issn = {1611-3349},
url = {http://dx.doi.org/10.1007/978-3-031-14923-8_20},
doi = {10.1007/978-3-031-14923-8_20},
booktitle = {Case-Based Reasoning Research and Development},
publisher = {Springer International Publishing},
author = {N\"{u}\ss{}lein, Jonas and Illium, Steffen and M\"{u}ller, Robert and Gabor, Thomas and Linnhoff-Popien, Claudia},
year = {2022},
pages = {304–317}
}
@inproceedings{illium2022constructing,
title = {Constructing Organism Networks from Collaborative Self-Replicators},
url = {http://dx.doi.org/10.1109/ssci51031.2022.10022216},
doi = {10.1109/ssci51031.2022.10022216},
booktitle = {2022 IEEE Symposium Series on Computational Intelligence (SSCI)},
publisher = {IEEE},
author = {Illium, Steffen and Zorn, Maximilian and Lenta, Cristian and Kolle, Michael and Linnhoff-Popien, Claudia and Gabor, Thomas},
year = {2022},
month = dec,
pages = {1268–1275}
}
@inproceedings{illium2023voronoipatches,
title = {VoronoiPatches: Evaluating a New Data Augmentation Method},
url = {http://dx.doi.org/10.5220/0011670000003393},
doi = {10.5220/0011670000003393},
booktitle = {Proceedings of the 15th International Conference on Agents and Artificial Intelligence},
publisher = {SCITEPRESS - Science and Technology Publications},
author = {Illium, Steffen and Griffin, Gretchen and K\"{o}lle, Michael and Zorn, Maximilian and N\"{u}\ss{}lein, Jonas and Linnhoff-Popien, Claudia},
year = {2023},
pages = {350–357}
}
@inproceedings{kolle2023compression,
title = {Compression of GPS Trajectories Using Autoencoders},
url = {http://dx.doi.org/10.5220/0011782100003393},
doi = {10.5220/0011782100003393},
booktitle = {Proceedings of the 15th International Conference on Agents and Artificial Intelligence},
publisher = {SCITEPRESS - Science and Technology Publications},
author = {K\"{o}lle, Michael and Illium, Steffen and Hahn, Carsten and Schauer, Lorenz and Hutter, Johannes and Linnhoff-Popien, Claudia},
year = {2023},
pages = {829–836}
}
@inbook{altmann2024emergence,
title = {Emergence in Multi-agent Systems: A Safety Perspective},
isbn = {9783031751073},
issn = {1611-3349},
url = {http://dx.doi.org/10.1007/978-3-031-75107-3_7},
doi = {10.1007/978-3-031-75107-3_7},
booktitle = {Leveraging Applications of Formal Methods, Verification and Validation. Rigorous Engineering of Collective Adaptive Systems},
publisher = {Springer Nature Switzerland},
author = {Altmann, Philipp and Sch\"{o}nberger, Julian and Illium, Steffen and Zorn, Maximilian and Ritz, Fabian and Haider, Tom and Burton, Simon and Gabor, Thomas},
year = {2024},
month = oct,
pages = {104–120}
}
@inproceedings{kolle2024aquarium,
title = {Aquarium: A Comprehensive Framework for Exploring Predator-Prey Dynamics Through Multi-Agent Reinforcement Learning Algorithms},
url = {http://dx.doi.org/10.5220/0012382300003636},
doi = {10.5220/0012382300003636},
booktitle = {Proceedings of the 16th International Conference on Agents and Artificial Intelligence},
publisher = {SCITEPRESS - Science and Technology Publications},
author = {K\"{o}lle, Michael and Erpelding, Yannick and Ritz, Fabian and Phan, Thomy and Illium, Steffen and Linnhoff-Popien, Claudia},
year = {2024},
pages = {59–70}
}
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