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Publikationen

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  1. Ilira Troshani; Thiago Gouvea; Daniel Sonntag

    Wild Data Treasures: Towards Sustainable Practices in Deep Learning for Wildlife Monitoring

    In: CHI EA '24: Extended Abstracts of the 2024 CHI Conference on Human Factors in Computing Systems. CHI Workshop on Sustaining Scalable Sustainability, Human-Centered Green Technology for Community-wide Carbon Reduction, located at ACM CHI 2024, May 11, Honolulu, HI, USA, ISBN 979-8-4007-0331-7, ACM, New York, USA, 5/2024.

  2. Ilira Troshani; Thiago Gouvea; Daniel Sonntag

    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), located at AAAI, February 26, Vancouver, BC, Canada, 2024.

  3. Ilira Troshani; Thiago Gouvea; Daniel Sonntag

    Leveraging Weakly Supervised and Multiple Instance Learning for Multi-label Classification of Passive Acoustic Monitoring Data

    In: KI 2024: Advances in Artificial Intelligence. German Conference on Artificial Intelligence (KI-2024), 47th German Conference on AI, Würzburg, Germany, September 25–27, 2023, located at 47th German Conference on AI, September 25-27, Würzburg, Germany, LNAI, Springer, 2024.

  4. Hannes Kath; Ilira Troshani; Bengt Lüers; Thiago Gouvea; Daniel Sonntag

    Enhancing Biodiversity Monitoring: An Interactive Tool for Efficient Identification of Species in Large Bioacoustics Datasets

    In: ICMI Companion '24: Companion Proceedings of the 26th International Conference on Multimodal Interaction. ACM International Conference on Multimodal Interaction (ICMI-2024), 26th International Conference on Multimodal Interaction, November 4-8, Costa Rica, Pages 91-93, ICMI, Association for Computing Machinery, 2024.

  5. Thiago Gouvea; Hannes Kath; Ilira Troshani; Bengt Lüers; Patrícia P. Serafini; Ivan B. Campos; André S. Afonso; Sérgio M. F. M. Leandro; Lourens Swanepoel; Nicholas Theron; Anthony M. Swemmer; Daniel Sonntag

    Interactive Machine Learning Solutions for Acoustic Monitoring of Animal Wildlife in Biosphere Reserves

    In: Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence. International Joint Conference on Artificial Intelligence (IJCAI-2023), located at IJCAI, August 19-25, Macao, Macao, International Joint Conferences on Artificial Intelligence, 2023.

  6. Thiago Gouvea; Ilira Troshani; Marc Herrlich; Daniel Sonntag

    Annotating sound events through interactive design of interpretable features

    In: Proceedings of the First International Conference on Hybrid Human-Machine Intelligence. International Conference on Hybrid Human-Artificial Intelligence (HHAI-2022), June 13-17, Amsterdam, Netherlands, Frontiers of AI, IOS Press, 2022.

  7. Thiago S. Gouvêa; Ilira Troshani; Marc Herrlich; Daniel Sonntag

    Interactive design of interpretable features for marine soundscape data annotation

    In: Workshop on Human-centered Design of Symbiotic Hybrid Intelligence. Workshop on Human-centered Design of Symbiotic Hybrid Intelligence (HCSHI-2022), located at HHAI, June 14, Amsterdam, Netherlands, HHAI, 2022.