Research output per year
Research output per year
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Dive into the research topics where Maria Sokolova is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Innovations in marine biodiversity monitoring using small unmanned underwater vehicles: ROVs & AUVs
Kingma, E. M., Sokolova, M., Dogruer, G. & Bos, O. G., 2025, Den Helder: Wageningen Marine Research. 105 p. (Wageningen Marine Research report; no. C028/25)Research output: Book/Report › Report › Professional
Open Access -
Machine Learning Applications for Fisheries—At Scales from Genomics to Ecosystems
Kühn, B., Cayetano, A., Fincham, J. I., Moustahfid, H., Sokolova, M., Trifonova, N., Watson, J. T., Fernandes-Salvador, J. A. & Uusitalo, L., 2025, In: Reviews in Fisheries Science and Aquaculture. 33, 2, p. 334-357Research output: Contribution to journal › Article › Academic › peer-review
Open Access1 Citation (Scopus) -
An integrated end-to-end deep neural network for automated detection of discarded fish species and their weight estimation
Sokolova, M., Cordova, M., Nap, H., van Helmond, A., Mans, M., Vroegop, A., Mencarelli, A. & Kootstra, G., 26 Sept 2023, In: ICES Journal of Marine Science. 80, 7, p. 1911-1922 12 p., fsad118.Research output: Contribution to journal › Article › Academic › peer-review
Open Access4 Citations (Scopus) -
Machine learning in marine ecology: an overview of techniques and applications
Rubbens, P., Brodie, S., Cordier, T., Destro Barcellos, D., Devos, P., Fernandes-Salvador, J., Fincham, J., Gomes, A., Handegard, N. O., Howell, K., Jamet, C., Kartveit, K. H., Moustahfid, H., Parcerisas, C., Politikos, D., Sauzède, R., Sokolova, M., Uusitalo, L., van den Bulcke, L. & van Helmond, A. T. M. & 19 others, , 26 Sept 2023, In: ICES Journal of Marine Science. 80, 7, p. 1829-1853 fsad100.Research output: Contribution to journal › Article › Academic › peer-review
Open Access53 Citations (Scopus) -
Improving automated catch documentation using continuous active learning technique
Sokolova, M., Blok, P. M., Mencarelli, A., van Helmond, A. T. M., Vroegop, J. A. & Kootstra, G. W., 19 Sept 2022. 1 p.Research output: Contribution to conference › Abstract
Open Access
Datasets
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Data underlying the publication: An integrated end-to-end deep neural network for automated detection of discarded fish species and their weight estimation.
Sokolova, M. (Creator), Cordova Neira, M. (Creator), Nap, H. (Creator), van Helmond, E. (Creator), Mans, M. (Creator), Vroegop, A. (Creator), Mencarelli, A. (Creator) & Kootstra, G. (Creator), Wageningen University & Research, 3 Aug 2023
DOI: 10.4121/a6d5a40e-0358-47cf-9ec1-335df0e4a3c3
Dataset
Activities
- 1 Lecture/seminar/webinar
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Improving automated catch documentation using continuous active learning technique. ICES Annual Science Conference 2022, 19–22 September 2022.
Sokolova, M. (Speaker), Blok, P. (Contributor), Mencarelli, A. (Contributor), van Helmond, E. (Contributor), Vroegop, A. (Contributor) & Kootstra, G. (Contributor)
19 Sept 2022 → 22 Sept 2022Activity: Talk/presentation/lecture › Lecture/seminar/webinar › Professional
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1. Fully Documented Fisheries 2. EveryFish
Cordova Neira, M. (PI), Kootstra, G. (Project Leader), Sokolova, M. (CoPI), Mencarelli, A. (CoPI) & van Helmond, E. (CoPI)
1/04/22 → 31/03/26
Project: PostDoc
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Software design for automatic discards survival prediction
Akkerboom, T. (EngD candidate), Kootstra, G. (Promotor), Sokolova, M. (Co-promotor) & Schram, E. (Co-promotor)
1/11/22 → 31/10/24
Project: EngD
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Computer vision applications for fisheries
Sokolova, M. (PI) & Groot Koerkamp, P. (Project Leader)
1/01/22 → 31/12/23
Project: PostDoc