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 …

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), …

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, …

4. 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 …

5. 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 …

6. 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 …

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