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Veröffentlichungsdatum
Anzahl der Publikationen: 16
2024
Kölle, Michael; Erpelding, Yannick; Ritz, Fabian 
ORCID: https://orcid.org/0000-0001-7707-1358; Phan, Thomy; Illium, Steffen und Linnhoff-Popien, Claudia ORCID: https://orcid.org/0000-0001-6284-9286
(2024):
Aquarium: A Comprehensive Framework for Exploring Predator-Prey Dynamics Through Multi-Agent Reinforcement Learning Algorithms.
ICAART 2024: International Conference on Agents and Artificial Intelligence, Rom, Italien, 24. - 26. Februar 2024.
Rocha, Ana Paula; Steels, Luc und Herik, Jaap van den (Hrsg.):
In: Proceedings of the 16th International Conference on Agents and Artificial Intelligence,
Bd. 1
Setúbal: SciTePress. S. 59-70
ORCID: https://orcid.org/0000-0001-7707-1358; Phan, Thomy; Illium, Steffen und Linnhoff-Popien, Claudia ORCID: https://orcid.org/0000-0001-6284-9286
(2024):
Aquarium: A Comprehensive Framework for Exploring Predator-Prey Dynamics Through Multi-Agent Reinforcement Learning Algorithms.
ICAART 2024: International Conference on Agents and Artificial Intelligence, Rom, Italien, 24. - 26. Februar 2024.
Rocha, Ana Paula; Steels, Luc und Herik, Jaap van den (Hrsg.):
In: Proceedings of the 16th International Conference on Agents and Artificial Intelligence,
Bd. 1
Setúbal: SciTePress. S. 59-70
2023
Illium, Steffen; Griffin, Gretchen; Kölle, Michael; Zorn, Maximilian ORCID: https://orcid.org/0009-0006-2750-7495; Nüßlein, Jonas ORCID: https://orcid.org/0000-0001-7129-1237 und Linnhoff-Popien, Claudia ORCID: https://orcid.org/0000-0001-6284-9286
(2023):
VoronoiPatches: Evaluating a New Data Augmentation Method.
ICAART 2023: 15th International Conference on Agents and Artificial Intelligence, Lisbon, Portugal, 22. - 24. Februar 2023.
Rocha, Ana Paula; Steels, Luc und Herik, Jaap van den (Hrsg.):
In: Proceedings of the 15th International Conference on Agents and Artificial Intelligence - (Volume 3),
Setúbal: SciTePress. S. 350-357
[PDF, 10MB]
ORCID: https://orcid.org/0009-0006-2750-7495; Nüßlein, Jonas ORCID: https://orcid.org/0000-0001-7129-1237 und Linnhoff-Popien, Claudia ORCID: https://orcid.org/0000-0001-6284-9286
(2023):
VoronoiPatches: Evaluating a New Data Augmentation Method.
ICAART 2023: 15th International Conference on Agents and Artificial Intelligence, Lisbon, Portugal, 22. - 24. Februar 2023.
Rocha, Ana Paula; Steels, Luc und Herik, Jaap van den (Hrsg.):
In: Proceedings of the 15th International Conference on Agents and Artificial Intelligence - (Volume 3),
Setúbal: SciTePress. S. 350-357
[PDF, 10MB]
Kölle, Michael; Illium, Steffen; Zorn, Maximilian ORCID: https://orcid.org/0009-0006-2750-7495; Nüßlein, Jonas ORCID: https://orcid.org/0000-0001-7129-1237; Suchostawski, Patrick und Linnhoff-Popien, Claudia ORCID: https://orcid.org/0000-0001-6284-9286
(2023):
Improving Primate Sounds Classification Using Binary Presorting for Deep Learning.
DeLTA 2023: 4th International Conference on Deep Learning Theory and Applications, Rome, Italy, 13. - 14. Juli 2023.
Conte, Donatello; Fred, Ana; Gusikhin, Oleg und Sansone, Carlo (Hrsg.):
In: Deep Learning Theory and Applications: 4th International Conference, DeLTA 2023, Rome, Italy, July 13–14, 2023, Proceedings,
Cham: Springer. S. 19-34
ORCID: https://orcid.org/0009-0006-2750-7495; Nüßlein, Jonas ORCID: https://orcid.org/0000-0001-7129-1237; Suchostawski, Patrick und Linnhoff-Popien, Claudia ORCID: https://orcid.org/0000-0001-6284-9286
(2023):
Improving Primate Sounds Classification Using Binary Presorting for Deep Learning.
DeLTA 2023: 4th International Conference on Deep Learning Theory and Applications, Rome, Italy, 13. - 14. Juli 2023.
Conte, Donatello; Fred, Ana; Gusikhin, Oleg und Sansone, Carlo (Hrsg.):
In: Deep Learning Theory and Applications: 4th International Conference, DeLTA 2023, Rome, Italy, July 13–14, 2023, Proceedings,
Cham: Springer. S. 19-34
Kölle, Michael; Illium, Steffen; Hahn, Carsten; Schauer, Lorenz; Hutter, Johannes und Linnhoff-Popien, Claudia ORCID: https://orcid.org/0000-0001-6284-9286
(2023):
Compression of GPS Trajectories Using Autoencoders.
ICAART 2023: International Conference on Agents and Artificial Intelligence, Lissabon, Portugal, 22. - 24. Februar 2023.
Rocha, Ana Paula; Steels, Luc und Herik, Jaap van den (Hrsg.):
In: Proceedings of the 15th International Conference on Agents and Artificial Intelligence,
Bd. 3
Setúbal: SciTePress. S. 829-836
ORCID: https://orcid.org/0000-0001-6284-9286
(2023):
Compression of GPS Trajectories Using Autoencoders.
ICAART 2023: International Conference on Agents and Artificial Intelligence, Lissabon, Portugal, 22. - 24. Februar 2023.
Rocha, Ana Paula; Steels, Luc und Herik, Jaap van den (Hrsg.):
In: Proceedings of the 15th International Conference on Agents and Artificial Intelligence,
Bd. 3
Setúbal: SciTePress. S. 829-836
2022
Friedrich, Markus; Illium, Steffen; Fayolle, Pierre-Alain und Linnhoff-Popien, Claudia
(2022):
CSG Tree Extraction from 3D Point Clouds and Meshes Using a Hybrid Approach.
VISIGRAPP 2020, Virtual, February 6–8, 2022.
De Sousa, A. Augusto (Hrsg.):
In: Computer Vision, Imaging and Computer Graphics Theory and Applications 17th International Joint Conference, VISIGRAPP 2022, Virtual Event, February 6–8, 2022, Revised Selected Papers, Communications in Computer and Information Science
Bd. 1474
Cham, Switzerland: Springer. S. 53-79
Illium, Steffen; Schillman, Thore; Müller, Robert; Gabor, Thomas und Linnhoff-Popien, Claudia
(2022):
Empirical Analysis of Limits for Memory Distance in Recurrent Neural Networks.
14th International Conference on Agents and Artificial Intelligence (ICAART 2022), Online, 3-5 February, 2022.
In: Proceedings of the 14th International Conference on Agents and Artificial Intelligence - Volume 3,
S. 308-315
Illium, Steffen; Zorn, Maximilian; Lenta, Cristian; Kolle, Michael; Linnhoff-Popien, Claudia und Gabor, Thomas
(2022):
Constructing Organism Networks from Collaborative Self-Replicators.
2022 IEEE Symposium Series on Computational Intelligence (SSCI), Singapore, Singapore, 04-07 December 2022.
Ishibuchi, Hisao (Hrsg.):
In: Proceedings of the 2022 IEEE Symposium Series on Computational Intelligence (SSCI 2022),
New York: IEEE. S. 1268-1275
Nüßlein, Jonas; Illium, Steffen; Müller, Robert; Gabor, Thomas und Linnhoff-Popien, Claudia
(2022):
Case-Based Inverse Reinforcement Learning Using Temporal Coherence.
30th International Conference on Case-Based Reasoning Research and Development (ICCBR 2022), Nancy, France, September 12–15, 2022.
Keane, Mark T. und Wiratunga, Nirmalie (Hrsg.):
In: Case-Based Reasoning Research and Development, Lecture Notes in Artificial Intelligence (LNAI)
Bd. 13405
Cham: Springer. S. 304-317
Gabor, Thomas; Illium, Steffen; Zorn, Maximilian; Lenta, Cristian; Mattausch, Andy; Belzner, Lenz und Linnhoff-Popien, Claudia
(2022):
Self-Replication in Neural Networks.
In: Artificial Life, Bd. 28, Nr. 2: S. 205-223
Illium, Steffen; Zorn, Maximilian ORCID: https://orcid.org/0009-0006-2750-7495; Lenta, Cristian; Kölle, Michael; Linnhoff-Popien, Claudia ORCID: https://orcid.org/0000-0001-6284-9286 und Gabor, Thomas ORCID: https://orcid.org/0000-0003-2048-8667
(2022):
Constructing Organism Networks from Collaborative Self-Replicators.
SSCI 2022: IEEE Symposium Series on Computational Intelligence, Singapore, Singapore, 04. - 07. Dezember 2022.
Ishibuchi, Hisao; Kwoh, Chee-Keong; Tan, Ah-Hwee; Srinivasan, Dipti; Miao, Chunyan; Trivedi, Anupam und Crockett, Keeley (Hrsg.):
In: Proceedings of the 2022 IEEE Symposium Series on Computational Intelligence (SSCI 2022),
Piscataway: IEEE. S. 1268-1275
ORCID: https://orcid.org/0009-0006-2750-7495; Lenta, Cristian; Kölle, Michael; Linnhoff-Popien, Claudia ORCID: https://orcid.org/0000-0001-6284-9286 und Gabor, Thomas ORCID: https://orcid.org/0000-0003-2048-8667
(2022):
Constructing Organism Networks from Collaborative Self-Replicators.
SSCI 2022: IEEE Symposium Series on Computational Intelligence, Singapore, Singapore, 04. - 07. Dezember 2022.
Ishibuchi, Hisao; Kwoh, Chee-Keong; Tan, Ah-Hwee; Srinivasan, Dipti; Miao, Chunyan; Trivedi, Anupam und Crockett, Keeley (Hrsg.):
In: Proceedings of the 2022 IEEE Symposium Series on Computational Intelligence (SSCI 2022),
Piscataway: IEEE. S. 1268-1275
2021
Müller, Robert; Illium, Steffen und Linnhoff-Popien, Claudia
(2021):
Deep Recurrent Interpolation Networks for Anomalous Sound Detection.
2021 International Joint Conference on Neural Networks (IJCNN), Shenzhen, China, 18-22 July 2021.
In: 2021 International Joint Conference on Neural Networks (IJCNN),
S. 1-7
Schmid, Kyrill; Ritz, Fabian; Illium, Steffen und Müller, Robert
(2021):
Analysis of Feature Representations for Anomalous Sound Detection.
In:
Proceedings of the 13th International Conference on Agents and Artificial Intelligence (Volume 2). ICAART, Setúbal, Portuagl: SciTePress. S. 97-106
Linnhoff-Popien, Claudia; Ochs, Jörg; Platschek, Christian; Schröder, Tobias; Ritz, Fabian; Illium, Steffen und Müller, Robert
(2021):
Acoustic Leak Detection in Water Networks.
In:
Proceedings of the 13th International Conference on Agents (Volume 2) and Artificial Intelligence. ICAART, Setúbal, Portuagl: SciTePress. S. 306-313
Linnhoff-Popien, Claudia; Illium, Steffen; Ritz, Fabian und Müller, Robert
(2021):
Acoustic Anomaly Detection for Machine Sounds based on Image Transfer Learning.
In: Rocha, Ana Paula; Steels, Luc und Herik, Jaap van den (Hrsg.):
Proceedings of the 13th International Conference on Agents and Artificial Intelligence (Volume 2). ICAART, Setúbal, Portuagl: SciTePress. S. 49-56
2020
Friedrich, Markus; Illium, Steffen; Fayolle, Pierre-Alain und Linnhoff-Popien, Claudia
(2020):
A Hybrid Approach for Segmenting and Fitting Solid Primitives to 3D Point Clouds.
In: Proceedings of the 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, Vol 1: Grapp: S. 38-48
2019
Gabor, Thomas; Illium, Steffen; Mattausch, Andy; Belzner, Lenz und Linnhoff-Popien, Claudia
(2019):
Self-Replication in Neural Networks.
In: Alife 2019: the 2019 Conference on Artificial Life: S. 424-431