Author

B. Burford

Listed by name: these papers carry no ORCID for this author, so different people with the same name may be mixed together.

Biology Disciplines

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Ecology· 1

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Research Focus:benchmarking· 1 Assay:imaging· 1 Approach:machine learning (classical)· 1

Frequent Co-Authors

A. K. Fahimipour· 1 shared A. M. Hein· 1 shared A. Manjunath· 1 shared B. T. Belcher· 1 shared B. Vaca· 1 shared E. H. Bower· 1 shared E. Orenstein· 1 shared I. L. Guevara· 1 shared

Activity by Year

2022-2022 · peak 1/yr

Co-Author Collaboration Network

10 top collaborators · 45 mutual co-author links

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1 shared paperEcology

A. K. Fahimipour

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1 paper

Recent·Most cited

Demystifying image-based machine learning: A practical guide to automated analysis of field imagery using modern machine learning tools

B. T. Belcher, E. H. Bower, B. Burford, M. R. Celis, A. K. Fahimipour, I. L. Guevara, K. Katija, Z. Khokhar, A. Manjunath, S. Nelson, S. Olivetti, E. Orenstein, M. H. Saleh, B. Vaca, S. Valladares, , A. M. Hein

This paper provides a practical guide to applying image-based machine learning for marine research, demonstrating data preparation, model training, and troubleshooting techniques with a case study.

bioRxiv · Dec 24, 2022 · PreprintEcology