Vitenskapelig foredrag

• Pala, Ahmet; Handegaard, Nils Olav; Alendal, Guttorm et al. (2024). Deep Learning for Fisheries Acoustics . (ekstern lenke)
• Handegard, Nils Olav; Bildøy, Leif; Brautaset, Olav et al. (2024). Analysing large amounts of echosounder data using cloud based data access combined with deep learning models . (ekstern lenke)
• Holmin, Arne Johannes; Pala, Ahmet (2024). Pipeline for testing convolutional neural networks for Acoustic Trawl Surveys. (ekstern lenke)
• Pala, Ahmet; Oleynik, Anna; Malde, Ketil et al. (2024). Unraveling Acoustic Signal Patterns in Fisheries Through DINO-Based Self-Supervised Learning. (ekstern lenke)
• Pala, Ahmet; Oleynik, Anna; Malde, Ketil et al. (2024). Annotation-Free Feature Learning for Improved Acoustic Target Classification. (ekstern lenke)

Faglig foredrag

• Holmin, Arne Johannes; Pala, Ahmet (2024). Pipeline for Testing Convolutional Neural Networks for Acoustic Trawl Surveys. (ekstern lenke)
• Pala, Ahmet (2024). Annotation-Free Feature Learning for Improved Acoustic Target Classification. (ekstern lenke)

Nettsider (opplysningsmateriale)

• Pala, Ahmet (2024). Deltok på Nasjonalt Matematikermøte 2024 . (ekstern lenke)

Vitenskapelig artikkel

• Pala, Ahmet; Oleynik, Anna; Malde, Ketil et al. (2024). Self-supervised feature learning for acoustic data analysis. (ekstern lenke)
• Pala, Ahmet; Oleynik, Anna; Utseth, Ingrid et al. (2023). Addressing class imbalance in deep learning for acoustic target classification. (ekstern lenke)
• Rubbens, Peter; Brodie, Stephanie; Cordier, Tristan et al. (2023). Machine learning in marine ecology: an overview of techniques and applications. (ekstern lenke)

Poster

• Pala, Ahmet; Oleynik, Anna; Handegard, Nils Olav et al. (2023). Deep Learning for Acoustic Target Classification: Addressing Class-Imbalance with a Similarity-Based Sampling Approach. (ekstern lenke)
• Pala, Ahmet; Oleynik, Anna; Handegard, Nils Olav et al. (2023). Mitigating Class-Imbalance in Acoustic Target Classification for Fisheries via Similarity-Based Data Selection. (ekstern lenke)
• Pala, Ahmet; Oleynik, Anna; Handegard, Nils Olav et al. (2023). Similarity-Based Data Selection to Improve Automatic Acoustic Target Classification. (ekstern lenke)

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