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© IML Lab

Interactive Machine Learning

Publications

Page 1 of 19.

  1. Klaus Bengler; Werner Damm; Andreas Luedtke; Jochem Rieger; Benedikt Austel; Bianca Biebl; Martin Fränzle; Willem Hagemann; Moritz Held; David Hess; Klas Ihme; Severin Kacianka; Alyssa J Kerscher; Forrest Laine; Sebastian Lehnhoff; Alexander Pretschner; Astrid Rakow; Daniel Sonntag; Janos Sztipanovits; Maike Schwammberger; Mark Schweda; Anirudh Unni; Eric Veith

    A References Architecture for Human Cyber Physical Systems, Part II: Fundamental Design Principles for Human-CPS Interaction

    In: ACM Transactions on Cyber-Physical Systems (TCPS), Vol. 8, Pages 1-27, ACM, 1/2024.

  2. Werner Damm; David Hess; Mark Schweda; Janos Sztipanovits; Klaus Bengler; Bianca Biebl; Martin Fränzle; Willem Hagemann; Moritz Held; Klas Ihme; Severin Kacianka; Alyssa J Kerscher; Sebastian Lehnhoff; Andreas Luedtke; Alexander Pretschner; Astrid Rakow; Jochem Rieger; Daniel Sonntag; Maike Schwammberger; Benedikt Austel; Anirudh Unni; Eric Veith

    A Reference Architecture of Human Cyber-Physical Systems – Part I: Fundamental Concepts

    In: ACM Transactions on Cyber-Physical Systems (TCPS), Vol. 8, Pages 1-32, ACM, 1/2024.

  3. Michael Barz; Panagiotis Karagiannis; Johan Kildal; Andoni Rivera Pinto; Judit Ruiz de Munain; Jesús Rosel; Maria Madarieta; Konstantina Salagianni; Panagiotis Aivaliotis; Sotiris Makris; Daniel Sonntag

    MASTER-XR: Mixed reAlity ecoSystem for TEaching Robotics in manufacturing

    In: Mohammad-Reza Alam; Madjid Fathi (Hrsg.). Integrated Systems: Innovations and Applications: Results of the 8th International Conference on …

  4. Siting Liang; Pablo Valdunciel Sánchez; Daniel Sonntag

    Optimizing Relation Extraction in Medical Texts through Active Learning: A Comparative Analysis of Trade-offs

    In: Association for Computational Linguistics. Conference of the European Chapter of the Association for Computational Linguistics (EACL-2024), March …

  5. Werner Damm; Martin Fränzle; Alyssa J. Kerscher; Forrest Laine; Klaus Bengler; Bianca Biebl; Willem Hagemann; Moritz Held; David Hess; Klas Ihme; Severin Kacianka; Sebastian Lehnhoff; Andreas Lüdtke; Alexander Pretschner; Astrid Rakow; Jochem W. Rieger; Daniel Sonntag; Janos Sztipanovits; Maike Schwammberger; Mark Schweda; Alexander Trende; Anirudh Unni; Eric M. S. P. Veith

    A Reference Architecture of Human Cyber-Physical Systems - Part III: Semantic Foundations

    In: ACM Transactions on Cyber-Physical Systems (TCPS), Vol. 8, No. 1, Pages 1-23, ACM, 2024.

  6. Hannes Kath; Patricia P. Serafini; Ivan Braga Campos; Thiago Gouvea; Daniel Sonntag

    Leveraging Transfer Learning and Active Learning for Sound Event Detection in Passive Acoustic Monitoring of Wildlife

    In: 3rd Annual AAAI Workshop on AI to Accelerate Science and Engineering. AAAI Workshop on AI to Accelerate Science and Engineering (AI2ASE-2024), …

  7. Bengt Lüers; Patricia P. Serafini; Ivan Braga Campos; Thiago Gouvea; Daniel Sonntag

    BirdNET-Annotator: AI-Assisted Strong Labelling of Bird Sound Datasets

    In: 3rd Annual AAAI Workshop on AI to Accelerate Science and Engineering. AAAI Workshop on AI to Accelerate Science and Engineering (AI2ASE), located …

  8. Leveraging Sound Collections for Animal Species Classification with Weakly Supervised Learning

    In: 3rd Annual AAAI Workshop on AI to Accelerate Science and Engineering. AAAI Workshop on AI to Accelerate Science and Engineering (AI2ASE-2024), …

  9. Hamed Tabrizchi; Jafar Razmara; Amirhosein Mosavi

    Thermal prediction for energy management of clouds using a hybrid model based on CNN and stacking multi-layer bi-directional LSTM

    In: Energy Reports, Vol. 9, Pages 2253-2268, Elsevier, 12/2023.

  10. Ho Minh Duy Nguyen; Hoang Nguyen; Nghiem T. Diep; Tan Pham; Tri Cao; Binh T. Nguyen; Paul Swoboda; Nhat Ho; Shadi Albarqouni; Pengtao Xie; Daniel Sonntag; Mathias Niepert

    LVM-Med: Learning Large-Scale Self-Supervised Vision Models for Medical Imaging via Second-order Graph Matching

    In: The Thirty-Seventh Annual Conference on Neural Information Processing Systems (NeurIPS 2023). Neural Information Processing Systems (NeurIPS), …

Contact

Office:

Phone: +49 441 99833 7440 (Oldenburg)
Phone: +49 681 85775 5320 (Saarbrücken)

Deutsches Forschungszentrum für
Künstliche Intelligenz GmbH (DFKI)
DFKI Niedersachsen
Interactive Machine Learning
Marie-Curie-Straße 1
26129 Oldenburg
Germany

Deutsches Forschungszentrum für
Künstliche Intelligenz GmbH (DFKI)
Interactive Machine Learning
Stuhlsatzenhausweg 3
Saarland Informatics Campus, Geb. D3 2
66123 Saarbrücken
Germany